Raw Covi19 Data Profiling

Dataset statistics

Number of variables	59
Number of observations	77282
Missing cells	1855802
Missing cells (%)	40.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	102.7 MiB
Average record size in memory	1.4 KiB

Variable types

CAT	32
NUM	26
DATE	1

Warnings

`iso_code` has a high cardinality: 215 distinct values	High cardinality
`location` has a high cardinality: 215 distinct values	High cardinality
`icu_patients` has a high cardinality: 2147 distinct values	High cardinality
`icu_patients_per_million` has a high cardinality: 4507 distinct values	High cardinality
`hosp_patients` has a high cardinality: 4208 distinct values	High cardinality
`hosp_patients_per_million` has a high cardinality: 7336 distinct values	High cardinality
`weekly_icu_admissions` has a high cardinality: 532 distinct values	High cardinality
`weekly_icu_admissions_per_million` has a high cardinality: 528 distinct values	High cardinality
`weekly_hosp_admissions` has a high cardinality: 1167 distinct values	High cardinality
`weekly_hosp_admissions_per_million` has a high cardinality: 1165 distinct values	High cardinality
`new_tests` has a high cardinality: 19143 distinct values	High cardinality
`total_tests` has a high cardinality: 34144 distinct values	High cardinality
`total_tests_per_thousand` has a high cardinality: 29675 distinct values	High cardinality
`new_tests_per_thousand` has a high cardinality: 6297 distinct values	High cardinality
`new_tests_smoothed` has a high cardinality: 21517 distinct values	High cardinality
`new_tests_smoothed_per_thousand` has a high cardinality: 6506 distinct values	High cardinality
`positive_rate` has a high cardinality: 566 distinct values	High cardinality
`tests_per_case` has a high cardinality: 4971 distinct values	High cardinality
`total_vaccinations` has a high cardinality: 5186 distinct values	High cardinality
`people_vaccinated` has a high cardinality: 4603 distinct values	High cardinality
`people_fully_vaccinated` has a high cardinality: 3105 distinct values	High cardinality
`new_vaccinations` has a high cardinality: 4240 distinct values	High cardinality
`new_vaccinations_smoothed` has a high cardinality: 5939 distinct values	High cardinality
`total_vaccinations_per_hundred` has a high cardinality: 1843 distinct values	High cardinality
`people_vaccinated_per_hundred` has a high cardinality: 1519 distinct values	High cardinality
`people_fully_vaccinated_per_hundred` has a high cardinality: 834 distinct values	High cardinality
`new_vaccinations_smoothed_per_million` has a high cardinality: 3618 distinct values	High cardinality
`extreme_poverty` has a high cardinality: 75 distinct values	High cardinality
`female_smokers` has a high cardinality: 108 distinct values	High cardinality
`male_smokers` has a high cardinality: 124 distinct values	High cardinality
`new_cases_smoothed` is highly correlated with `new_cases` and 3 other fields	High correlation
`new_cases` is highly correlated with `new_cases_smoothed` and 2 other fields	High correlation
`total_deaths` is highly correlated with `total_cases` and 2 other fields	High correlation
`total_cases` is highly correlated with `total_deaths`	High correlation
`new_deaths` is highly correlated with `new_cases` and 2 other fields	High correlation
`new_deaths_smoothed` is highly correlated with `new_cases` and 3 other fields	High correlation
`aged_65_older` is highly correlated with `median_age` and 1 other fields	High correlation
`median_age` is highly correlated with `aged_65_older`	High correlation
`aged_70_older` is highly correlated with `aged_65_older`	High correlation
`human_development_index` is highly correlated with `life_expectancy`	High correlation
`life_expectancy` is highly correlated with `human_development_index`	High correlation
`continent` has 3787 (4.9%) missing values	Missing
`total_cases` has 1374 (1.8%) missing values	Missing
`new_cases` has 1376 (1.8%) missing values	Missing
`new_cases_smoothed` has 2377 (3.1%) missing values	Missing
`total_deaths` has 10713 (13.9%) missing values	Missing
`new_deaths` has 10555 (13.7%) missing values	Missing
`new_deaths_smoothed` has 2377 (3.1%) missing values	Missing
`total_cases_per_million` has 1787 (2.3%) missing values	Missing
`new_cases_per_million` has 1789 (2.3%) missing values	Missing
`new_cases_smoothed_per_million` has 2785 (3.6%) missing values	Missing
`total_deaths_per_million` has 11113 (14.4%) missing values	Missing
`new_deaths_per_million` has 10955 (14.2%) missing values	Missing
`new_deaths_smoothed_per_million` has 2785 (3.6%) missing values	Missing
`reproduction_rate` has 15074 (19.5%) missing values	Missing
`icu_patients` has 69143 (89.5%) missing values	Missing
`icu_patients_per_million` has 69143 (89.5%) missing values	Missing
`hosp_patients` has 67532 (87.4%) missing values	Missing
`hosp_patients_per_million` has 67532 (87.4%) missing values	Missing
`weekly_icu_admissions` has 76569 (99.1%) missing values	Missing
`weekly_icu_admissions_per_million` has 76569 (99.1%) missing values	Missing
`weekly_hosp_admissions` has 75969 (98.3%) missing values	Missing
`weekly_hosp_admissions_per_million` has 75969 (98.3%) missing values	Missing
`new_tests` has 42023 (54.4%) missing values	Missing
`total_tests` has 42254 (54.7%) missing values	Missing
`total_tests_per_thousand` has 42254 (54.7%) missing values	Missing
`new_tests_per_thousand` has 42023 (54.4%) missing values	Missing
`new_tests_smoothed` has 36926 (47.8%) missing values	Missing
`new_tests_smoothed_per_thousand` has 36926 (47.8%) missing values	Missing
`positive_rate` has 38254 (49.5%) missing values	Missing
`tests_per_case` has 38806 (50.2%) missing values	Missing
`tests_units` has 35571 (46.0%) missing values	Missing
`total_vaccinations` has 71848 (93.0%) missing values	Missing
`people_vaccinated` has 72419 (93.7%) missing values	Missing
`people_fully_vaccinated` has 73987 (95.7%) missing values	Missing
`new_vaccinations` has 72646 (94.0%) missing values	Missing
`new_vaccinations_smoothed` has 68991 (89.3%) missing values	Missing
`total_vaccinations_per_hundred` has 71848 (93.0%) missing values	Missing
`people_vaccinated_per_hundred` has 72419 (93.7%) missing values	Missing
`people_fully_vaccinated_per_hundred` has 73987 (95.7%) missing values	Missing
`new_vaccinations_smoothed_per_million` has 68991 (89.3%) missing values	Missing
`stringency_index` has 11172 (14.5%) missing values	Missing
`population_density` has 5148 (6.7%) missing values	Missing
`median_age` has 7255 (9.4%) missing values	Missing
`aged_65_older` has 8059 (10.4%) missing values	Missing
`aged_70_older` has 7649 (9.9%) missing values	Missing
`gdp_per_capita` has 6997 (9.1%) missing values	Missing
`extreme_poverty` has 29335 (38.0%) missing values	Missing
`cardiovasc_death_rate` has 6393 (8.3%) missing values	Missing
`diabetes_prevalence` has 5465 (7.1%) missing values	Missing
`female_smokers` has 21601 (28.0%) missing values	Missing
`male_smokers` has 22419 (29.0%) missing values	Missing
`handwashing_facilities` has 41695 (54.0%) missing values	Missing
`hospital_beds_per_thousand` has 12446 (16.1%) missing values	Missing
`life_expectancy` has 3849 (5.0%) missing values	Missing
`human_development_index` has 6451 (8.3%) missing values	Missing
`weekly_hosp_admissions` is uniformly distributed	Uniform
`weekly_hosp_admissions_per_million` is uniformly distributed	Uniform
`total_tests` is uniformly distributed	Uniform
`total_tests_per_thousand` is uniformly distributed	Uniform
`people_fully_vaccinated` is uniformly distributed	Uniform
`new_cases` has 16386 (21.2%) zeros	Zeros
`new_cases_smoothed` has 5001 (6.5%) zeros	Zeros
`new_deaths` has 27145 (35.1%) zeros	Zeros
`new_deaths_smoothed` has 21249 (27.5%) zeros	Zeros
`new_cases_per_million` has 15990 (20.7%) zeros	Zeros
`new_cases_smoothed_per_million` has 4667 (6.0%) zeros	Zeros
`new_deaths_per_million` has 26759 (34.6%) zeros	Zeros
`new_deaths_smoothed_per_million` has 21051 (27.2%) zeros	Zeros

Reproduction

Analysis started	2021-03-26 12:37:30.802904
Analysis finished	2021-03-26 12:39:56.372774
Duration	2 minutes and 25.57 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

iso_code
Categorical

HIGH CARDINALITY

Distinct	215
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	603.9 KiB

ARG	450
MEX	450
THA	447
PER	438
TWN	435
Other values (210)	75062

Common Values
Overview

Value	Count	Frequency (%)
ARG	450	0.6%
MEX	450	0.6%
THA	447	0.6%
PER	438	0.6%
TWN	435	0.6%
KOR	430	0.6%
OWID_WRL	429	0.6%
JPN	429	0.6%
OWID_NAM	429	0.6%
USA	429	0.6%
CHN	429	0.6%
OWID_ASI	429	0.6%
SGP	428	0.6%
OWID_EUR	428	0.6%
OWID_EUN	428	0.6%
VNM	428	0.6%
FRA	427	0.6%
NPL	426	0.6%
OWID_OCE	426	0.6%
MYS	426	0.6%
CAN	425	0.5%
AUS	425	0.5%
DEU	424	0.5%
LKA	424	0.5%
KHM	424	0.5%
Other values (190)	66519	86.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.269985249
Min length	3

Overview of Unicode Properties

Unique unicode characters	27
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	19169	7.6%
R	17908	7.1%
N	17111	6.8%
M	14556	5.8%
S	14030	5.6%
I	13741	5.4%
O	13010	5.1%
D	12640	5.0%
L	12434	4.9%
E	11986	4.7%
B	11797	4.7%
T	11454	4.5%
G	11142	4.4%
C	9877	3.9%
U	9292	3.7%
W	7828	3.1%
P	6367	2.5%
H	6272	2.5%
K	5973	2.4%
Z	5344	2.1%
V	4802	1.9%
_	4173	1.7%
Y	4042	1.6%
F	3376	1.3%
J	2378	0.9%
Other values (2)	2009	0.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	248538	98.3%
Connector Punctuation	4173	1.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	19169	7.7%
R	17908	7.2%
N	17111	6.9%
M	14556	5.9%
S	14030	5.6%
I	13741	5.5%
O	13010	5.2%
D	12640	5.1%
L	12434	5.0%
E	11986	4.8%
B	11797	4.7%
T	11454	4.6%
G	11142	4.5%
C	9877	4.0%
U	9292	3.7%
W	7828	3.1%
P	6367	2.6%
H	6272	2.5%
K	5973	2.4%
Z	5344	2.2%
V	4802	1.9%
Y	4042	1.6%
F	3376	1.4%
J	2378	1.0%
Q	1163	0.5%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	4173	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	248538	98.3%
Common	4173	1.7%

Most frequent Latin characters

Value	Count	Frequency (%)
A	19169	7.7%
R	17908	7.2%
N	17111	6.9%
M	14556	5.9%
S	14030	5.6%
I	13741	5.5%
O	13010	5.2%
D	12640	5.1%
L	12434	5.0%
E	11986	4.8%
B	11797	4.7%
T	11454	4.6%
G	11142	4.5%
C	9877	4.0%
U	9292	3.7%
W	7828	3.1%
P	6367	2.6%
H	6272	2.5%
K	5973	2.4%
Z	5344	2.2%
V	4802	1.9%
Y	4042	1.6%
F	3376	1.4%
J	2378	1.0%
Q	1163	0.5%

Most frequent Common characters

Value	Count	Frequency (%)
_	4173	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252711	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	19169	7.6%
R	17908	7.1%
N	17111	6.8%
M	14556	5.8%
S	14030	5.6%
I	13741	5.4%
O	13010	5.1%
D	12640	5.0%
L	12434	4.9%
E	11986	4.7%
B	11797	4.7%
T	11454	4.5%
G	11142	4.4%
C	9877	3.9%
U	9292	3.7%
W	7828	3.1%
P	6367	2.5%
H	6272	2.5%
K	5973	2.4%
Z	5344	2.1%
V	4802	1.9%
_	4173	1.7%
Y	4042	1.6%
F	3376	1.3%
J	2378	0.9%
Other values (2)	2009	0.8%

continent
Categorical

MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	3787
Missing (%)	4.9%
Memory size	603.9 KiB

Africa	20286
Europe	18612
Asia	18418
North America	9183
South America	4745

Value	Count	Frequency (%)
Africa	20286	26.2%
Europe	18612	24.1%
Asia	18418	23.8%
North America	9183	11.9%
South America	4745	6.1%
Oceania	2251	2.9%
(Missing)	3787	4.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	13
Median length	6
Mean length	6.667037603
Min length	3

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
r	62009	12.0%
a	60921	11.8%
i	54883	10.7%
A	52632	10.2%
c	36465	7.1%
e	34791	6.8%
o	32540	6.3%
u	23357	4.5%
f	20286	3.9%
E	18612	3.6%
p	18612	3.6%
s	18418	3.6%
t	13928	2.7%
h	13928	2.7%
	13928	2.7%
m	13928	2.7%
n	9825	1.9%
N	9183	1.8%
S	4745	0.9%
O	2251	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	413891	80.3%
Uppercase Letter	87423	17.0%
Space Separator	13928	2.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	52632	60.2%
E	18612	21.3%
N	9183	10.5%
S	4745	5.4%
O	2251	2.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	62009	15.0%
a	60921	14.7%
i	54883	13.3%
c	36465	8.8%
e	34791	8.4%
o	32540	7.9%
u	23357	5.6%
f	20286	4.9%
p	18612	4.5%
s	18418	4.4%
t	13928	3.4%
h	13928	3.4%
m	13928	3.4%
n	9825	2.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	13928	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	501314	97.3%
Common	13928	2.7%

Most frequent Latin characters

Value	Count	Frequency (%)
r	62009	12.4%
a	60921	12.2%
i	54883	10.9%
A	52632	10.5%
c	36465	7.3%
e	34791	6.9%
o	32540	6.5%
u	23357	4.7%
f	20286	4.0%
E	18612	3.7%
p	18612	3.7%
s	18418	3.7%
t	13928	2.8%
h	13928	2.8%
m	13928	2.8%
n	9825	2.0%
N	9183	1.8%
S	4745	0.9%
O	2251	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	13928	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	515242	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
r	62009	12.0%
a	60921	11.8%
i	54883	10.7%
A	52632	10.2%
c	36465	7.1%
e	34791	6.8%
o	32540	6.3%
u	23357	4.5%
f	20286	3.9%
E	18612	3.6%
p	18612	3.6%
s	18418	3.6%
t	13928	2.7%
h	13928	2.7%
	13928	2.7%
m	13928	2.7%
n	9825	1.9%
N	9183	1.8%
S	4745	0.9%
O	2251	0.4%

location
Categorical

HIGH CARDINALITY

Distinct	215
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	603.9 KiB

Argentina	450
Mexico	450
Thailand	447
Peru	438
Taiwan	435
Other values (210)	75062

Common Values
Overview

Value	Count	Frequency (%)
Argentina	450	0.6%
Mexico	450	0.6%
Thailand	447	0.6%
Peru	438	0.6%
Taiwan	435	0.6%
South Korea	430	0.6%
China	429	0.6%
Japan	429	0.6%
United States	429	0.6%
World	429	0.6%
Asia	429	0.6%
North America	429	0.6%
Europe	428	0.6%
Singapore	428	0.6%
European Union	428	0.6%
Vietnam	428	0.6%
France	427	0.6%
Oceania	426	0.6%
Nepal	426	0.6%
Malaysia	426	0.6%
Australia	425	0.5%
Canada	425	0.5%
Germany	424	0.5%
Cambodia	424	0.5%
Sri Lanka	424	0.5%
Other values (190)	66519	86.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	32
Median length	7
Mean length	8.428443881
Min length	4

Overview of Unicode Properties

Unique unicode characters	56
Unique unicode categories	7 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	99723	15.3%
i	58852	9.0%
n	53713	8.2%
e	45232	6.9%
r	37237	5.7%
o	36354	5.6%
t	25822	4.0%
u	23340	3.6%
l	21414	3.3%
d	19849	3.0%
s	19310	3.0%
	19112	2.9%
m	13631	2.1%
c	13181	2.0%
g	12320	1.9%
S	11272	1.7%
b	10446	1.6%
h	10356	1.6%
A	7681	1.2%
M	7331	1.1%
B	7312	1.1%
y	7259	1.1%
C	7128	1.1%
p	6817	1.0%
G	5520	0.8%
Other values (31)	71155	10.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	537801	82.6%
Uppercase Letter	93580	14.4%
Space Separator	19112	2.9%
Other Punctuation	380	0.1%
Dash Punctuation	366	0.1%
Open Punctuation	64	< 0.1%
Close Punctuation	64	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	11272	12.0%
A	7681	8.2%
M	7331	7.8%
B	7312	7.8%
C	7128	7.6%
G	5520	5.9%
N	4692	5.0%
I	4604	4.9%
L	4576	4.9%
E	4342	4.6%
T	4282	4.6%
P	3912	4.2%
K	3230	3.5%
U	3211	3.4%
R	2722	2.9%
V	2074	2.2%
D	1919	2.1%
F	1720	1.8%
H	1670	1.8%
J	1254	1.3%
Z	1136	1.2%
O	822	0.9%
W	429	0.5%
Q	391	0.4%
Y	350	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	99723	18.5%
i	58852	10.9%
n	53713	10.0%
e	45232	8.4%
r	37237	6.9%
o	36354	6.8%
t	25822	4.8%
u	23340	4.3%
l	21414	4.0%
d	19849	3.7%
s	19310	3.6%
m	13631	2.5%
c	13181	2.5%
g	12320	2.3%
b	10446	1.9%
h	10356	1.9%
y	7259	1.3%
p	6817	1.3%
w	4672	0.9%
z	4594	0.9%
v	4225	0.8%
k	3924	0.7%
f	2029	0.4%
j	1514	0.3%
q	1141	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	19112	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	380	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	366	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	64	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	631381	96.9%
Common	19986	3.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	99723	15.8%
i	58852	9.3%
n	53713	8.5%
e	45232	7.2%
r	37237	5.9%
o	36354	5.8%
t	25822	4.1%
u	23340	3.7%
l	21414	3.4%
d	19849	3.1%
s	19310	3.1%
m	13631	2.2%
c	13181	2.1%
g	12320	2.0%
S	11272	1.8%
b	10446	1.7%
h	10356	1.6%
A	7681	1.2%
M	7331	1.2%
B	7312	1.2%
y	7259	1.1%
C	7128	1.1%
p	6817	1.1%
G	5520	0.9%
N	4692	0.7%
Other values (26)	65589	10.4%

Most frequent Common characters

Value	Count	Frequency (%)
	19112	95.6%
'	380	1.9%
-	366	1.8%
(	64	0.3%
)	64	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	651367	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	99723	15.3%
i	58852	9.0%
n	53713	8.2%
e	45232	6.9%
r	37237	5.7%
o	36354	5.6%
t	25822	4.0%
u	23340	3.6%
l	21414	3.3%
d	19849	3.0%
s	19310	3.0%
	19112	2.9%
m	13631	2.1%
c	13181	2.0%
g	12320	1.9%
S	11272	1.7%
b	10446	1.6%
h	10356	1.6%
A	7681	1.2%
M	7331	1.1%
B	7312	1.1%
y	7259	1.1%
C	7128	1.1%
p	6817	1.0%
G	5520	0.8%
Other values (31)	71155	10.9%

date
Date

Distinct	451
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	603.9 KiB

Minimum	2020-01-01 00:00:00
Maximum	2021-03-26 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

total_cases
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	40283
Distinct (%)	53.1%
Missing	1374
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	693348.4057
Minimum	1
Maximum	125491735
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	1
5-th percentile	14
Q1	762
median	8610
Q3	92381.75
95-th percentile	1683659.3
Maximum	125491735
Range	125491734
Interquartile range (IQR)	91619.75

Descriptive statistics

Standard deviation	4850087.122
Coefficient of variation (CV)	6.995165896
Kurtosis	303.8598511
Mean	693348.4057
Median Absolute Deviation (MAD)	8586
Skewness	15.47844254
Sum	5.263069078e+10
Variance	2.352334509e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1008	1.3%
2	416	0.5%
18	366	0.5%
721	365	0.5%
3	363	0.5%
4	345	0.4%
509	335	0.4%
27	305	0.4%
24	304	0.4%
19	297	0.4%
12	296	0.4%
16	262	0.3%
15	231	0.3%
8	227	0.3%
17	223	0.3%
11	221	0.3%
23	193	0.2%
7	189	0.2%
5	164	0.2%
10	162	0.2%
25	158	0.2%
6	150	0.2%
141	141	0.2%
22	130	0.2%
41	127	0.2%
Other values (40258)	68930	89.2%
(Missing)	1374	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1008	1.3%
2	416	0.5%
3	363	0.5%
4	345	0.4%
5	164	0.2%
6	150	0.2%
7	189	0.2%
8	227	0.3%
9	125	0.2%
10	162	0.2%

Value	Count	Frequency (%)
125491735	1	< 0.1%
124777130	1	< 0.1%
124204636	1	< 0.1%
123690511	1	< 0.1%
123208551	1	< 0.1%
122814565	1	< 0.1%
122316142	1	< 0.1%
121789755	1	< 0.1%
121236231	1	< 0.1%
120697148	1	< 0.1%

new_cases
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	10587
Distinct (%)	13.9%
Missing	1376
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	5267.220799
Minimum	-74347
Maximum	880902
Zeros	16386
Zeros (%)	21.2%
Memory size	603.9 KiB

Quantile statistics

Minimum	-74347
5-th percentile	0
Q1	2
median	62
Q3	695
95-th percentile	14572.75
Maximum	880902
Range	955249
Interquartile range (IQR)	693

Descriptive statistics

Standard deviation	32675.8028
Coefficient of variation (CV)	6.20361364
Kurtosis	208.027596
Mean	5267.220799
Median Absolute Deviation (MAD)	62
Skewness	12.76875916
Sum	399813662
Variance	1067708088
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16386	21.2%
1	2300	3.0%
2	1480	1.9%
3	1153	1.5%
4	949	1.2%
5	851	1.1%
6	772	1.0%
7	688	0.9%
8	609	0.8%
9	555	0.7%
10	544	0.7%
11	524	0.7%
13	468	0.6%
12	447	0.6%
14	426	0.6%
15	424	0.5%
16	388	0.5%
17	369	0.5%
19	350	0.5%
18	346	0.4%
20	320	0.4%
21	305	0.4%
24	293	0.4%
22	280	0.4%
23	270	0.3%
Other values (10562)	44409	57.5%
(Missing)	1376	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-74347	1	< 0.1%
-46076	1	< 0.1%
-17074	1	< 0.1%
-10034	1	< 0.1%
-7953	1	< 0.1%
-3491	1	< 0.1%
-3226	1	< 0.1%
-2214	1	< 0.1%
-1710	1	< 0.1%
-1583	1	< 0.1%

Value	Count	Frequency (%)
880902	1	< 0.1%
801254	1	< 0.1%
783027	1	< 0.1%
766894	1	< 0.1%
762956	1	< 0.1%
761449	1	< 0.1%
755455	1	< 0.1%
748055	1	< 0.1%
740059	1	< 0.1%
739291	1	< 0.1%

new_cases_smoothed
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	20159
Distinct (%)	26.9%
Missing	2377
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%

Mean	5262.048175
Minimum	-6223
Maximum	739564.429
Zeros	5001
Zeros (%)	6.5%
Memory size	603.9 KiB

Quantile statistics

Minimum	-6223
5-th percentile	0
Q1	6.143
median	75.286
Q3	721
95-th percentile	14600.429
Maximum	739564.429
Range	745787.429
Interquartile range (IQR)	714.857

Descriptive statistics

Standard deviation	32254.8358
Coefficient of variation (CV)	6.129711232
Kurtosis	197.168258
Mean	5262.048175
Median Absolute Deviation (MAD)	75.143
Skewness	12.52020344
Sum	394153718.5
Variance	1040374433
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5001	6.5%
0.143	1483	1.9%
0.286	1026	1.3%
0.429	839	1.1%
0.714	660	0.9%
0.571	606	0.8%
0.857	525	0.7%
1	505	0.7%
1.143	454	0.6%
1.286	444	0.6%
1.429	358	0.5%
1.714	346	0.4%
1.571	340	0.4%
2.286	308	0.4%
2.143	303	0.4%
2.571	278	0.4%
1.857	276	0.4%
2	264	0.3%
2.714	259	0.3%
2.429	255	0.3%
3.143	225	0.3%
2.857	217	0.3%
4.286	206	0.3%
3.571	200	0.3%
3.286	200	0.3%
Other values (20134)	59327	76.8%
(Missing)	2377	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6223	1	< 0.1%
-5648.714	3	< 0.1%
-5407.714	1	< 0.1%
-4903.286	1	< 0.1%
-4464	1	< 0.1%
-1121.714	1	< 0.1%
-838.714	1	< 0.1%
-697.429	1	< 0.1%
-599	1	< 0.1%
-525	1	< 0.1%

Value	Count	Frequency (%)
739564.429	1	< 0.1%
734679	1	< 0.1%
730212.429	1	< 0.1%
729683	1	< 0.1%
722281	1	< 0.1%
711762	1	< 0.1%
706853.429	1	< 0.1%
702741.143	1	< 0.1%
689204.429	1	< 0.1%
680596.714	1	< 0.1%

total_deaths
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	15319
Distinct (%)	23.0%
Missing	10713
Missing (%)	13.9%
Infinite	0
Infinite (%)	0.0%

Mean	20212.18857
Minimum	1
Maximum	2755210
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	40
median	265
Q3	2567
95-th percentile	70412.4
Maximum	2755210
Range	2755209
Interquartile range (IQR)	2527

Descriptive statistics

Standard deviation	118678.7825
Coefficient of variation (CV)	5.871644333
Kurtosis	230.019209
Mean	20212.18857
Median Absolute Deviation (MAD)	261
Skewness	13.35247525
Sum	1345505181
Variance	1.408465341e+10
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1980	2.6%
3	1277	1.7%
2	1270	1.6%
7	1205	1.6%
10	945	1.2%
15	639	0.8%
4	599	0.8%
9	574	0.7%
6	566	0.7%
21	508	0.7%
8	472	0.6%
5	455	0.6%
11	450	0.6%
35	352	0.5%
12	329	0.4%
29	319	0.4%
63	318	0.4%
25	307	0.4%
19	289	0.4%
22	282	0.4%
42	275	0.4%
69	275	0.4%
27	266	0.3%
61	261	0.3%
26	261	0.3%
Other values (15294)	52095	67.4%
(Missing)	10713	13.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1980	2.6%
2	1270	1.6%
3	1277	1.7%
4	599	0.8%
5	455	0.6%
6	566	0.7%
7	1205	1.6%
8	472	0.6%
9	574	0.7%
10	945	1.2%

Value	Count	Frequency (%)
2755210	1	< 0.1%
2743502	1	< 0.1%
2734065	1	< 0.1%
2722948	1	< 0.1%
2715299	1	< 0.1%
2709633	1	< 0.1%
2701446	1	< 0.1%
2691387	1	< 0.1%
2680863	1	< 0.1%
2670798	1	< 0.1%

new_deaths
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	2553
Distinct (%)	3.8%
Missing	10555
Missing (%)	13.7%
Infinite	0
Infinite (%)	0.0%

Mean	132.8960391
Minimum	-1918
Maximum	17903
Zeros	27145
Zeros (%)	35.1%
Memory size	603.9 KiB

Quantile statistics

Minimum	-1918
5-th percentile	0
Q1	0
median	2
Q3	16
95-th percentile	491
Maximum	17903
Range	19821
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	725.8706821
Coefficient of variation (CV)	5.46194369
Kurtosis	170.9869598
Mean	132.8960391
Median Absolute Deviation (MAD)	2
Skewness	11.34987995
Sum	8867754
Variance	526888.2472
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27145	35.1%
1	5625	7.3%
2	3251	4.2%
3	2350	3.0%
4	1936	2.5%
5	1594	2.1%
6	1263	1.6%
7	1036	1.3%
8	1025	1.3%
9	845	1.1%
10	745	1.0%
11	655	0.8%
12	609	0.8%
13	538	0.7%
14	490	0.6%
15	465	0.6%
17	424	0.5%
16	423	0.5%
19	363	0.5%
18	350	0.5%
20	309	0.4%
21	299	0.4%
23	243	0.3%
22	228	0.3%
24	220	0.3%
Other values (2528)	14296	18.5%
(Missing)	10555	13.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1918	1	< 0.1%
-1583	1	< 0.1%
-1354	1	< 0.1%
-443	1	< 0.1%
-232	1	< 0.1%
-217	1	< 0.1%
-117	1	< 0.1%
-106	1	< 0.1%
-80	1	< 0.1%
-34	1	< 0.1%

Value	Count	Frequency (%)
17903	1	< 0.1%
17331	1	< 0.1%
17106	1	< 0.1%
17036	1	< 0.1%
16765	1	< 0.1%
16701	1	< 0.1%
16672	1	< 0.1%
16581	1	< 0.1%
16504	1	< 0.1%
16006	1	< 0.1%

new_deaths_smoothed
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	5697
Distinct (%)	7.6%
Missing	2377
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%

Mean	117.11021
Minimum	-232.143
Maximum	14431.429
Zeros	21249
Zeros (%)	27.5%
Memory size	603.9 KiB

Quantile statistics

Minimum	-232.143
5-th percentile	0
Q1	0
median	1.143
Q3	12.571
95-th percentile	415.0002
Maximum	14431.429
Range	14663.572
Interquartile range (IQR)	12.571

Descriptive statistics

Standard deviation	663.3312477
Coefficient of variation (CV)	5.664162394
Kurtosis	168.0458099
Mean	117.11021
Median Absolute Deviation (MAD)	1.143
Skewness	11.4314168
Sum	8772140.283
Variance	440008.3442
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21249	27.5%
0.143	5387	7.0%
0.286	3239	4.2%
0.429	2264	2.9%
0.571	1722	2.2%
0.714	1364	1.8%
0.857	1067	1.4%
1	993	1.3%
1.143	843	1.1%
1.429	748	1.0%
1.286	730	0.9%
1.571	607	0.8%
1.714	554	0.7%
1.857	526	0.7%
2.143	493	0.6%
2	493	0.6%
2.857	444	0.6%
2.429	412	0.5%
2.571	400	0.5%
2.286	393	0.5%
3	389	0.5%
2.714	384	0.5%
3.143	379	0.5%
3.286	353	0.5%
3.429	334	0.4%
Other values (5672)	29138	37.7%
(Missing)	2377	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-232.143	1	< 0.1%
-221.857	1	< 0.1%
-215.286	1	< 0.1%
-125	1	< 0.1%
-117.286	1	< 0.1%
-110.143	1	< 0.1%
-94.429	1	< 0.1%
-63	3	< 0.1%
-62.714	2	< 0.1%
-62.571	1	< 0.1%

Value	Count	Frequency (%)
14431.429	1	< 0.1%
14324.286	1	< 0.1%
14294.286	1	< 0.1%
14255.571	1	< 0.1%
14179	1	< 0.1%
14139.143	1	< 0.1%
14130.571	1	< 0.1%
14083.286	1	< 0.1%
14080.714	1	< 0.1%
14038	1	< 0.1%

total_cases_per_million
Real number (ℝ_≥0)

MISSING

Distinct	58358
Distinct (%)	77.3%
Missing	1787
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%

Mean	8290.103995
Minimum	0.001
Maximum	151258.655
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.001
5-th percentile	2.5574
Q1	161.791
median	1137.508
Q3	7797.146
95-th percentile	43576.072
Maximum	151258.655
Range	151258.654
Interquartile range (IQR)	7635.355

Descriptive statistics

Standard deviation	16214.40098
Coefficient of variation (CV)	1.955874256
Kurtosis	12.87285498
Mean	8290.103995
Median Absolute Deviation (MAD)	1128.194
Skewness	3.180273158
Sum	625861401.1
Variance	262906799.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.521	322	0.4%
33374.536	160	0.2%
14833.127	159	0.2%
67.574	129	0.2%
3.256	118	0.2%
2.611	105	0.1%
18.203	102	0.1%
322.298	92	0.1%
111.857	82	0.1%
10.08	81	0.1%
250.031	81	0.1%
0.034	79	0.1%
24.75	78	0.1%
20.079	76	0.1%
1395.313	75	0.1%
281.997	75	0.1%
213.297	74	0.1%
319.597	73	0.1%
2150.143	67	0.1%
204.41	66	0.1%
8.694	64	0.1%
357.197	62	0.1%
0.894	61	0.1%
222.25	53	0.1%
45.269	53	0.1%
Other values (58333)	73108	94.6%
(Missing)	1787	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.001	18	< 0.1%
0.002	32	< 0.1%
0.003	6	< 0.1%
0.004	5	< 0.1%
0.005	17	< 0.1%
0.006	3	< 0.1%
0.007	9	< 0.1%
0.008	2	< 0.1%
0.009	15	< 0.1%
0.01	26	< 0.1%

Value	Count	Frequency (%)
151258.655	1	< 0.1%
150624.474	1	< 0.1%
150016.178	1	< 0.1%
149420.824	1	< 0.1%
149058.435	1	< 0.1%
148592.506	1	< 0.1%
147945.383	1	< 0.1%
147453.569	1	< 0.1%
147026.467	1	< 0.1%
146495.826	1	< 0.1%

new_cases_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct	33442
Distinct (%)	44.3%
Missing	1789
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%

Mean	68.93774023
Minimum	-2153.437
Maximum	8652.658
Zeros	15990
Zeros (%)	20.7%
Memory size	603.9 KiB

Quantile statistics

Minimum	-2153.437
5-th percentile	0
Q1	0.151
median	6.71
Q3	59.754
95-th percentile	347.8498
Maximum	8652.658
Range	10806.095
Interquartile range (IQR)	59.603

Descriptive statistics

Standard deviation	171.1615008
Coefficient of variation (CV)	2.482841768
Kurtosis	214.2038914
Mean	68.93774023
Median Absolute Deviation (MAD)	6.71
Skewness	8.313114893
Sum	5204316.823
Variance	29296.25936
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15990	20.7%
0.207	91	0.1%
0.042	86	0.1%
0.01	82	0.1%
0.084	81	0.1%
3.48	67	0.1%
0.041	64	0.1%
0.305	63	0.1%
0.168	60	0.1%
1.296	60	0.1%
0.415	60	0.1%
0.06	60	0.1%
0.014	59	0.1%
0.034	54	0.1%
0.067	53	0.1%
0.061	51	0.1%
0.072	50	0.1%
4.563	49	0.1%
26.221	49	0.1%
0.622	48	0.1%
0.414	48	0.1%
0.196	48	0.1%
0.021	48	0.1%
0.392	47	0.1%
0.198	47	0.1%
Other values (33417)	58078	75.2%
(Missing)	1789	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2153.437	1	< 0.1%
-1590.147	1	< 0.1%
-676.12	1	< 0.1%
-559.844	1	< 0.1%
-450.772	1	< 0.1%
-305.779	1	< 0.1%
-265.189	1	< 0.1%
-250.544	1	< 0.1%
-214.609	1	< 0.1%
-206.742	1	< 0.1%

Value	Count	Frequency (%)
8652.658	2	< 0.1%
3869.799	1	< 0.1%
3714.489	1	< 0.1%
3708.282	1	< 0.1%
3475.672	1	< 0.1%
3365.042	1	< 0.1%
3216.569	1	< 0.1%
3205.083	1	< 0.1%
3183.848	1	< 0.1%
3142.293	1	< 0.1%

new_cases_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct	37603
Distinct (%)	50.5%
Missing	2785
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%

Mean	68.69980909
Minimum	-276.825
Maximum	2648.773
Zeros	4667
Zeros (%)	6.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	-276.825
5-th percentile	0
Q1	1.04
median	8.864
Q3	67.241
95-th percentile	348.459
Maximum	2648.773
Range	2925.598
Interquartile range (IQR)	66.201

Descriptive statistics

Standard deviation	144.3392639
Coefficient of variation (CV)	2.101014047
Kurtosis	21.21681147
Mean	68.69980909
Median Absolute Deviation (MAD)	8.835
Skewness	3.874454818
Sum	5117929.678
Variance	20833.82311
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4667	6.0%
0.024	115	0.1%
0.327	105	0.1%
0.059	94	0.1%
0.009	90	0.1%
0.026	88	0.1%
0.108	88	0.1%
0.043	87	0.1%
0.017	86	0.1%
0.006	85	0.1%
0.018	81	0.1%
0.016	81	0.1%
0.001	81	0.1%
0.004	77	0.1%
0.02	77	0.1%
0.003	76	0.1%
0.048	76	0.1%
0.159	75	0.1%
0.112	72	0.1%
0.014	72	0.1%
1.288	70	0.1%
0.778	67	0.1%
0.012	65	0.1%
0.03	65	0.1%
0.019	64	0.1%
Other values (37578)	67893	87.9%
(Missing)	2785	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-276.825	1	< 0.1%
-269.978	1	< 0.1%
-266.783	1	< 0.1%
-262.447	1	< 0.1%
-259.481	1	< 0.1%
-256.514	1	< 0.1%
-254.916	1	< 0.1%
-133.099	1	< 0.1%
-120.816	3	< 0.1%
-115.661	1	< 0.1%

Value	Count	Frequency (%)
2648.773	2	< 0.1%
2472.188	2	< 0.1%
1536.03	1	< 0.1%
1526.243	1	< 0.1%
1505.362	1	< 0.1%
1478.996	1	< 0.1%
1455.103	2	< 0.1%
1416.921	1	< 0.1%
1412.679	3	< 0.1%
1400.724	1	< 0.1%

total_deaths_per_million
Real number (ℝ_≥0)

MISSING

Distinct	35606
Distinct (%)	53.8%
Missing	11113
Missing (%)	14.4%
Infinite	0
Infinite (%)	0.0%

Mean	192.2492123
Minimum	0.001
Maximum	2416.171
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.001
5-th percentile	0.343
Q1	5.903
median	33.396
Q3	204.623
95-th percentile	992.5354
Maximum	2416.171
Range	2416.17
Interquartile range (IQR)	198.72

Descriptive statistics

Standard deviation	340.5643564
Coefficient of variation (CV)	1.771473351
Kurtosis	6.462799647
Mean	192.2492123
Median Absolute Deviation (MAD)	32.324
Skewness	2.495680544
Sum	12720938.13
Variance	115984.0808
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.352	370	0.5%
7.863	334	0.4%
6.857	284	0.4%
0.294	269	0.3%
24.359	267	0.3%
0.084	266	0.3%
2.231	213	0.3%
30.635	212	0.3%
26.221	209	0.3%
0.36	204	0.3%
8.05	189	0.2%
29.304	179	0.2%
1237.551	179	0.2%
5.184	154	0.2%
61.741	143	0.2%
101.926	136	0.2%
5.716	132	0.2%
0.11	130	0.2%
5.03	128	0.2%
13.044	124	0.2%
2.85	122	0.2%
0.425	118	0.2%
0.831	110	0.1%
16.213	106	0.1%
4.957	105	0.1%
Other values (35581)	61486	79.6%
(Missing)	11113	14.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.001	16	< 0.1%
0.002	17	< 0.1%
0.003	6	< 0.1%
0.004	8	< 0.1%
0.005	13	< 0.1%
0.006	6	< 0.1%
0.007	11	< 0.1%
0.008	7	< 0.1%
0.009	43	0.1%
0.01	10	< 0.1%

Value	Count	Frequency (%)
2416.171	2	< 0.1%
2376.51	1	< 0.1%
2358.581	1	< 0.1%
2357.24	1	< 0.1%
2339.625	1	< 0.1%
2327.774	4	< 0.1%
2316.747	1	< 0.1%
2303.394	1	< 0.1%
2298.309	1	< 0.1%
2290.601	1	< 0.1%

new_deaths_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct	6585
Distinct (%)	9.9%
Missing	10955
Missing (%)	14.2%
Infinite	0
Infinite (%)	0.0%

Mean	1.421717581
Minimum	-76.445
Maximum	218.329
Zeros	26759
Zeros (%)	34.6%
Memory size	603.9 KiB

Quantile statistics

Minimum	-76.445
5-th percentile	0
Q1	0
median	0.11
Q3	1.175
95-th percentile	7.1634
Maximum	218.329
Range	294.774
Interquartile range (IQR)	1.175

Descriptive statistics

Standard deviation	3.891871546
Coefficient of variation (CV)	2.737443496
Kurtosis	370.5381111
Mean	1.421717581
Median Absolute Deviation (MAD)	0.11
Skewness	11.91468058
Sum	94298.262
Variance	15.14666413
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26759	34.6%
0.347	163	0.2%
0.588	163	0.2%
0.061	160	0.2%
0.03	139	0.2%
0.196	132	0.2%
0.001	130	0.2%
0.032	129	0.2%
0.288	129	0.2%
0.202	128	0.2%
0.039	125	0.2%
0.099	123	0.2%
0.088	120	0.2%
0.101	118	0.2%
0.093	118	0.2%
0.034	118	0.2%
0.076	117	0.2%
0.091	115	0.1%
0.049	113	0.1%
0.147	112	0.1%
0.067	112	0.1%
0.06	110	0.1%
0.022	109	0.1%
0.077	104	0.1%
0.053	99	0.1%
Other values (6560)	36582	47.3%
(Missing)	10955	14.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-76.445	1	< 0.1%
-67.901	1	< 0.1%
-41.023	1	< 0.1%
-22.972	1	< 0.1%
-12.248	1	< 0.1%
-10.095	1	< 0.1%
-7.992	1	< 0.1%
-5.618	1	< 0.1%
-4.53	1	< 0.1%
-4.523	1	< 0.1%

Value	Count	Frequency (%)
218.329	1	< 0.1%
176.793	1	< 0.1%
141.865	1	< 0.1%
125.653	1	< 0.1%
117.888	1	< 0.1%
117.862	2	< 0.1%
111.431	1	< 0.1%
104.885	3	< 0.1%
88.396	3	< 0.1%
78.664	2	< 0.1%

new_deaths_smoothed_per_million
Real number (ℝ)

MISSING
ZEROS

Distinct	7819
Distinct (%)	10.5%
Missing	2785
Missing (%)	3.6%
Infinite	0
Infinite (%)	0.0%

Mean	1.248111897
Minimum	-10.921
Maximum	63.14
Zeros	21051
Zeros (%)	27.2%
Memory size	603.9 KiB

Quantile statistics

Minimum	-10.921
5-th percentile	0
Q1	0
median	0.123
Q3	1.068
95-th percentile	6.5302
Maximum	63.14
Range	74.061
Interquartile range (IQR)	1.068

Descriptive statistics

Standard deviation	2.808905615
Coefficient of variation (CV)	2.250523868
Kurtosis	35.48128236
Mean	1.248111897
Median Absolute Deviation (MAD)	0.123
Skewness	4.557976145
Sum	92980.592
Variance	7.889950754
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21051	27.2%
0.022	455	0.6%
0.026	413	0.5%
0.013	388	0.5%
0.011	379	0.5%
0.007	355	0.5%
0.009	317	0.4%
0.005	314	0.4%
0.017	271	0.4%
0.006	260	0.3%
0.018	259	0.3%
0.016	257	0.3%
0.052	257	0.3%
0.014	252	0.3%
0.015	248	0.3%
0.03	246	0.3%
0.008	244	0.3%
0.003	236	0.3%
0.035	232	0.3%
0.021	215	0.3%
0.01	215	0.3%
0.05	208	0.3%
0.044	204	0.3%
0.001	204	0.3%
0.012	200	0.3%
Other values (7794)	46817	60.6%
(Missing)	2785	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-10.921	7	< 0.1%
-9.656	3	< 0.1%
-9.613	2	< 0.1%
-9.591	1	< 0.1%
-9.547	1	< 0.1%
-4.965	1	< 0.1%
-4.745	1	< 0.1%
-4.605	1	< 0.1%
-2.674	1	< 0.1%
-2.509	1	< 0.1%

Value	Count	Frequency (%)
63.14	2	< 0.1%
58.931	1	< 0.1%
54.722	1	< 0.1%
42.094	4	< 0.1%
37.884	4	< 0.1%
37.459	3	< 0.1%
33.838	1	< 0.1%
33.713	8	< 0.1%
33.7	1	< 0.1%
33.675	3	< 0.1%

reproduction_rate
Real number (ℝ_≥0)

MISSING

Distinct	352
Distinct (%)	0.6%
Missing	15074
Missing (%)	19.5%
Infinite	0
Infinite (%)	0.0%

Mean	1.016012088
Minimum	0
Maximum	6.74
Zeros	496
Zeros (%)	0.6%
Memory size	603.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	0.87
median	1.03
Q3	1.17
95-th percentile	1.49
Maximum	6.74
Range	6.74
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.3455219683
Coefficient of variation (CV)	0.3400766312
Kurtosis	11.59828505
Mean	1.016012088
Median Absolute Deviation (MAD)	0.15
Skewness	0.9228279561
Sum	63204.08
Variance	0.1193854306
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.09	1431	1.9%
1.1	1271	1.6%
1.04	1215	1.6%
1.11	1212	1.6%
1.03	1204	1.6%
1.07	1195	1.5%
1.01	1190	1.5%
1.14	1188	1.5%
1.05	1186	1.5%
1.08	1182	1.5%
1.12	1159	1.5%
1.13	1157	1.5%
1.06	1130	1.5%
1.02	1093	1.4%
0.97	1060	1.4%
1	1008	1.3%
0.96	982	1.3%
0.98	967	1.3%
0.99	959	1.2%
0.94	947	1.2%
1.15	939	1.2%
0.95	923	1.2%
0.91	878	1.1%
0.93	848	1.1%
1.16	843	1.1%
Other values (327)	35041	45.3%
(Missing)	15074	19.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	496	0.6%
0.01	120	0.2%
0.02	47	0.1%
0.03	31	< 0.1%
0.04	78	0.1%
0.05	57	0.1%
0.06	38	< 0.1%
0.07	30	< 0.1%
0.08	23	< 0.1%
0.09	24	< 0.1%

Value	Count	Frequency (%)
6.74	1	< 0.1%
6.7	1	< 0.1%
6.16	1	< 0.1%
6.08	1	< 0.1%
5.58	1	< 0.1%
5.1	1	< 0.1%
5.01	1	< 0.1%
5	1	< 0.1%
4.64	1	< 0.1%
4.57	1	< 0.1%

icu_patients
Categorical

HIGH CARDINALITY
MISSING

Distinct	2147
Distinct (%)	26.4%
Missing	69143
Missing (%)	89.5%
Memory size	603.9 KiB

0.0	418
1.0	196
2.0	181
3.0	141
4.0	102
Other values (2142)	7101

Common Values
Overview

Value	Count	Frequency (%)
0.0	418	0.5%
1.0	196	0.3%
2.0	181	0.2%
3.0	141	0.2%
4.0	102	0.1%
6.0	82	0.1%
5.0	78	0.1%
11.0	74	0.1%
15.0	73	0.1%
17.0	63	0.1%
9.0	62	0.1%
16.0	60	0.1%
10.0	59	0.1%
20.0	56	0.1%
41.0	55	0.1%
14.0	53	0.1%
13.0	53	0.1%
31.0	52	0.1%
30.0	51	0.1%
12.0	51	0.1%
21.0	50	0.1%
32.0	49	0.1%
23.0	46	0.1%
7.0	46	0.1%
35.0	46	0.1%
Other values (2122)	5942	7.7%
(Missing)	69143	89.5%

Frequencies of value counts

Unique

Unique	1279 ?
Unique (%)	15.7%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.166481199
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	138286	56.5%
a	69143	28.3%
0	9986	4.1%
.	8139	3.3%
1	3360	1.4%
2	3047	1.2%
3	2580	1.1%
4	2126	0.9%
5	1918	0.8%
6	1725	0.7%
7	1561	0.6%
8	1453	0.6%
9	1388	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	207429	84.8%
Decimal Number	29144	11.9%
Other Punctuation	8139	3.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	138286	66.7%
a	69143	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	9986	34.3%
1	3360	11.5%
2	3047	10.5%
3	2580	8.9%
4	2126	7.3%
5	1918	6.6%
6	1725	5.9%
7	1561	5.4%
8	1453	5.0%
9	1388	4.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	8139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	207429	84.8%
Common	37283	15.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	138286	66.7%
a	69143	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	9986	26.8%
.	8139	21.8%
1	3360	9.0%
2	3047	8.2%
3	2580	6.9%
4	2126	5.7%
5	1918	5.1%
6	1725	4.6%
7	1561	4.2%
8	1453	3.9%
9	1388	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	244712	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	138286	56.5%
a	69143	28.3%
0	9986	4.1%
.	8139	3.3%
1	3360	1.4%
2	3047	1.2%
3	2580	1.1%
4	2126	0.9%
5	1918	0.8%
6	1725	0.7%
7	1561	0.6%
8	1453	0.6%
9	1388	0.6%

icu_patients_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct	4507
Distinct (%)	55.4%
Missing	69143
Missing (%)	89.5%
Memory size	603.9 KiB

0.0	418
0.754	56
1.508	42
2.283	39
1.142	34
Other values (4502)	7550

Common Values
Overview

Value	Count	Frequency (%)
0.0	418	0.5%
0.754	56	0.1%
1.508	42	0.1%
2.283	39	0.1%
1.142	34	< 0.1%
1.598	33	< 0.1%
3.195	30	< 0.1%
4.793	29	< 0.1%
1.443	28	< 0.1%
0.518	23	< 0.1%
0.481	22	< 0.1%
3.425	22	< 0.1%
8.791	21	< 0.1%
1.215	21	< 0.1%
3.015	21	< 0.1%
6.39	20	< 0.1%
5.861	20	< 0.1%
0.962	20	< 0.1%
0.18	18	< 0.1%
13.7	17	< 0.1%
14.842	17	< 0.1%
2.935	17	< 0.1%
3.769	15	< 0.1%
0.345	15	< 0.1%
4.523	14	< 0.1%
Other values (4482)	7127	9.2%
(Missing)	69143	89.5%

Frequencies of value counts

Unique

Unique	3296 ?
Unique (%)	40.5%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.2482855
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	138286	55.1%
a	69143	27.5%
.	8139	3.2%
1	4723	1.9%
2	4104	1.6%
3	4026	1.6%
5	3632	1.4%
4	3591	1.4%
0	3246	1.3%
7	3115	1.2%
6	3105	1.2%
8	3084	1.2%
9	2840	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	207429	82.6%
Decimal Number	35466	14.1%
Other Punctuation	8139	3.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	138286	66.7%
a	69143	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	4723	13.3%
2	4104	11.6%
3	4026	11.4%
5	3632	10.2%
4	3591	10.1%
0	3246	9.2%
7	3115	8.8%
6	3105	8.8%
8	3084	8.7%
9	2840	8.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	8139	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	207429	82.6%
Common	43605	17.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	138286	66.7%
a	69143	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	8139	18.7%
1	4723	10.8%
2	4104	9.4%
3	4026	9.2%
5	3632	8.3%
4	3591	8.2%
0	3246	7.4%
7	3115	7.1%
6	3105	7.1%
8	3084	7.1%
9	2840	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	251034	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	138286	55.1%
a	69143	27.5%
.	8139	3.2%
1	4723	1.9%
2	4104	1.6%
3	4026	1.6%
5	3632	1.4%
4	3591	1.4%
0	3246	1.3%
7	3115	1.2%
6	3105	1.2%
8	3084	1.2%
9	2840	1.1%

hosp_patients
Categorical

HIGH CARDINALITY
MISSING

Distinct	4208
Distinct (%)	43.2%
Missing	67532
Missing (%)	87.4%
Memory size	603.9 KiB

0.0	151
6.0	82
4.0	78
7.0	78
1.0	76
Other values (4203)	9285

Common Values
Overview

Value	Count	Frequency (%)
0.0	151	0.2%
6.0	82	0.1%
4.0	78	0.1%
7.0	78	0.1%
1.0	76	0.1%
5.0	65	0.1%
3.0	60	0.1%
2.0	58	0.1%
9.0	51	0.1%
18.0	50	0.1%
8.0	49	0.1%
22.0	45	0.1%
12.0	45	0.1%
16.0	45	0.1%
10.0	43	0.1%
11.0	43	0.1%
19.0	42	0.1%
21.0	41	0.1%
20.0	39	0.1%
17.0	36	< 0.1%
24.0	35	< 0.1%
23.0	33	< 0.1%
15.0	32	< 0.1%
27.0	30	< 0.1%
38.0	30	< 0.1%
Other values (4183)	8413	10.9%
(Missing)	67532	87.4%

Frequencies of value counts

Unique

Unique	2867 ?
Unique (%)	29.4%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.278926529
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	135064	53.3%
a	67532	26.7%
0	12189	4.8%
.	9750	3.8%
1	5401	2.1%
2	4432	1.7%
3	3287	1.3%
4	2931	1.2%
5	2660	1.0%
7	2635	1.0%
6	2588	1.0%
8	2517	1.0%
9	2416	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	202596	80.0%
Decimal Number	41056	16.2%
Other Punctuation	9750	3.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	135064	66.7%
a	67532	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	12189	29.7%
1	5401	13.2%
2	4432	10.8%
3	3287	8.0%
4	2931	7.1%
5	2660	6.5%
7	2635	6.4%
6	2588	6.3%
8	2517	6.1%
9	2416	5.9%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	9750	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	202596	80.0%
Common	50806	20.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	135064	66.7%
a	67532	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	12189	24.0%
.	9750	19.2%
1	5401	10.6%
2	4432	8.7%
3	3287	6.5%
4	2931	5.8%
5	2660	5.2%
7	2635	5.2%
6	2588	5.1%
8	2517	5.0%
9	2416	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	253402	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	135064	53.3%
a	67532	26.7%
0	12189	4.8%
.	9750	3.8%
1	5401	2.1%
2	4432	1.7%
3	3287	1.3%
4	2931	1.2%
5	2660	1.0%
7	2635	1.0%
6	2588	1.0%
8	2517	1.0%
9	2416	1.0%

hosp_patients_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct	7336
Distinct (%)	75.2%
Missing	67532
Missing (%)	87.4%
Memory size	603.9 KiB

0.0	151
2.93	36
4.567	23
5.861	19
3.015	19
Other values (7331)	9502

Common Values
Overview

Value	Count	Frequency (%)
0.0	151	0.2%
2.93	36	< 0.1%
4.567	23	< 0.1%
5.861	19	< 0.1%
3.015	19	< 0.1%
3.711	18	< 0.1%
1.59	17	< 0.1%
7.992	17	< 0.1%
2.651	16	< 0.1%
0.754	16	< 0.1%
2.886	15	< 0.1%
2.121	15	< 0.1%
6.85	14	< 0.1%
5.708	14	< 0.1%
6.785	13	< 0.1%
2.262	12	< 0.1%
1.142	12	< 0.1%
4.771	11	< 0.1%
10.582	11	< 0.1%
1.099	11	< 0.1%
3.108	10	< 0.1%
3.971	10	< 0.1%
5.277	10	< 0.1%
8.177	10	< 0.1%
1.508	10	< 0.1%
Other values (7311)	9240	12.0%
(Missing)	67532	87.4%

Frequencies of value counts

Unique

Unique	6209 ?
Unique (%)	63.7%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.394360912
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	135064	51.5%
a	67532	25.7%
.	9750	3.7%
1	6842	2.6%
2	5810	2.2%
3	5587	2.1%
5	5115	1.9%
4	4968	1.9%
6	4822	1.8%
7	4556	1.7%
8	4384	1.7%
9	4299	1.6%
0	3594	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	202596	77.2%
Decimal Number	49977	19.1%
Other Punctuation	9750	3.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	135064	66.7%
a	67532	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	6842	13.7%
2	5810	11.6%
3	5587	11.2%
5	5115	10.2%
4	4968	9.9%
6	4822	9.6%
7	4556	9.1%
8	4384	8.8%
9	4299	8.6%
0	3594	7.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	9750	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	202596	77.2%
Common	59727	22.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	135064	66.7%
a	67532	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	9750	16.3%
1	6842	11.5%
2	5810	9.7%
3	5587	9.4%
5	5115	8.6%
4	4968	8.3%
6	4822	8.1%
7	4556	7.6%
8	4384	7.3%
9	4299	7.2%
0	3594	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	262323	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	135064	51.5%
a	67532	25.7%
.	9750	3.7%
1	6842	2.6%
2	5810	2.2%
3	5587	2.1%
5	5115	1.9%
4	4968	1.9%
6	4822	1.8%
7	4556	1.7%
8	4384	1.7%
9	4299	1.6%
0	3594	1.4%

weekly_icu_admissions
Categorical

HIGH CARDINALITY
MISSING

Distinct	532
Distinct (%)	74.6%
Missing	76569
Missing (%)	99.1%
Memory size	603.9 KiB

0.0	12
1.01	12
0.986	10
3.432	10
0.998	8
Other values (527)	661

Common Values
Overview

Value	Count	Frequency (%)
0.0	12	< 0.1%
1.01	12	< 0.1%
0.986	10	< 0.1%
3.432	10	< 0.1%
0.998	8	< 0.1%
0.995	6	< 0.1%
2.02	4	< 0.1%
1.973	4	< 0.1%
14.14	4	< 0.1%
4.29	4	< 0.1%
3.03	4	< 0.1%
1.945	4	< 0.1%
2.984	4	< 0.1%
0.989	4	< 0.1%
2.976	4	< 0.1%
1.989	4	< 0.1%
7.985	4	< 0.1%
4.932	4	< 0.1%
0.992	4	< 0.1%
23.871	4	< 0.1%
5.149	4	< 0.1%
3.89	4	< 0.1%
3.993	4	< 0.1%
3.968	4	< 0.1%
7.823	4	< 0.1%
Other values (507)	579	0.7%
(Missing)	76569	99.1%

Frequencies of value counts

Unique

Unique	447 ?
Unique (%)	62.7%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.02613804
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	153138	65.5%
a	76569	32.7%
.	713	0.3%
1	517	0.2%
9	417	0.2%
2	382	0.2%
0	336	0.1%
8	330	0.1%
3	319	0.1%
4	295	0.1%
5	291	0.1%
6	280	0.1%
7	279	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229707	98.2%
Decimal Number	3446	1.5%
Other Punctuation	713	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	153138	66.7%
a	76569	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	517	15.0%
9	417	12.1%
2	382	11.1%
0	336	9.8%
8	330	9.6%
3	319	9.3%
4	295	8.6%
5	291	8.4%
6	280	8.1%
7	279	8.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	713	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229707	98.2%
Common	4159	1.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	153138	66.7%
a	76569	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	713	17.1%
1	517	12.4%
9	417	10.0%
2	382	9.2%
0	336	8.1%
8	330	7.9%
3	319	7.7%
4	295	7.1%
5	291	7.0%
6	280	6.7%
7	279	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233866	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	153138	65.5%
a	76569	32.7%
.	713	0.3%
1	517	0.2%
9	417	0.2%
2	382	0.2%
0	336	0.1%
8	330	0.1%
3	319	0.1%
4	295	0.1%
5	291	0.1%
6	280	0.1%
7	279	0.1%

weekly_icu_admissions_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct	528
Distinct (%)	74.1%
Missing	76569
Missing (%)	99.1%
Memory size	603.9 KiB

0.186	12
0.0	12
1.126	10
7.774	10
0.752	8
Other values (523)	661

Common Values
Overview

Value	Count	Frequency (%)
0.186	12	< 0.1%
0.0	12	< 0.1%
1.126	10	< 0.1%
7.774	10	< 0.1%
0.752	8	< 0.1%
0.373	8	< 0.1%
0.201	6	< 0.1%
0.775	4	< 0.1%
0.187	4	< 0.1%
11.66	4	< 0.1%
9.717	4	< 0.1%
0.559	4	< 0.1%
1.909	4	< 0.1%
6.02	4	< 0.1%
2.608	4	< 0.1%
1.431	4	< 0.1%
3.01	4	< 0.1%
0.403	4	< 0.1%
0.477	4	< 0.1%
5.631	4	< 0.1%
4.834	4	< 0.1%
2.252	4	< 0.1%
0.524	4	< 0.1%
0.604	4	< 0.1%
1.356	3	< 0.1%
Other values (503)	576	0.7%
(Missing)	76569	99.1%

Frequencies of value counts

Unique

Unique	441 ?
Unique (%)	61.9%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.021609172
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	153138	65.6%
a	76569	32.8%
.	713	0.3%
1	503	0.2%
2	352	0.2%
0	321	0.1%
3	313	0.1%
7	297	0.1%
4	292	0.1%
5	273	0.1%
6	267	0.1%
9	244	0.1%
8	234	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	229707	98.4%
Decimal Number	3096	1.3%
Other Punctuation	713	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	153138	66.7%
a	76569	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	503	16.2%
2	352	11.4%
0	321	10.4%
3	313	10.1%
7	297	9.6%
4	292	9.4%
5	273	8.8%
6	267	8.6%
9	244	7.9%
8	234	7.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	713	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229707	98.4%
Common	3809	1.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	153138	66.7%
a	76569	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	713	18.7%
1	503	13.2%
2	352	9.2%
0	321	8.4%
3	313	8.2%
7	297	7.8%
4	292	7.7%
5	273	7.2%
6	267	7.0%
9	244	6.4%
8	234	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233516	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	153138	65.6%
a	76569	32.8%
.	713	0.3%
1	503	0.2%
2	352	0.2%
0	321	0.1%
3	313	0.1%
7	297	0.1%
4	292	0.1%
5	273	0.1%
6	267	0.1%
9	244	0.1%
8	234	0.1%

weekly_hosp_admissions
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	1167
Distinct (%)	88.9%
Missing	75969
Missing (%)	98.3%
Memory size	603.9 KiB

0.0	16
0.986	9
0.937	9
0.858	6
0.989	4
Other values (1162)	1269

Common Values
Overview

Value	Count	Frequency (%)
0.0	16	< 0.1%
0.986	9	< 0.1%
0.937	9	< 0.1%
0.858	6	< 0.1%
0.989	4	< 0.1%
3.432	4	< 0.1%
5.918	4	< 0.1%
4.991	4	< 0.1%
3.955	3	< 0.1%
2.02	3	< 0.1%
6.82	3	< 0.1%
0.998	3	< 0.1%
2.966	3	< 0.1%
1.977	3	< 0.1%
3.945	3	< 0.1%
12.12	3	< 0.1%
91.91	3	< 0.1%
3.749	3	< 0.1%
127.757	3	< 0.1%
5.968	3	< 0.1%
10.1	3	< 0.1%
0.992	3	< 0.1%
4.944	3	< 0.1%
21.885	3	< 0.1%
1.973	3	< 0.1%
Other values (1142)	1206	1.6%
(Missing)	75969	98.3%

Frequencies of value counts

Unique

Unique	1080 ?
Unique (%)	82.3%

Histogram of lengths of the category

Length

Max length	9
Median length	3
Mean length	3.060712714
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	151938	64.2%
a	75969	32.1%
.	1313	0.6%
1	985	0.4%
2	842	0.4%
3	769	0.3%
4	726	0.3%
9	712	0.3%
8	709	0.3%
0	671	0.3%
7	654	0.3%
6	648	0.3%
5	602	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	227907	96.4%
Decimal Number	7318	3.1%
Other Punctuation	1313	0.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	151938	66.7%
a	75969	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	985	13.5%
2	842	11.5%
3	769	10.5%
4	726	9.9%
9	712	9.7%
8	709	9.7%
0	671	9.2%
7	654	8.9%
6	648	8.9%
5	602	8.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1313	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	227907	96.4%
Common	8631	3.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	151938	66.7%
a	75969	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	1313	15.2%
1	985	11.4%
2	842	9.8%
3	769	8.9%
4	726	8.4%
9	712	8.2%
8	709	8.2%
0	671	7.8%
7	654	7.6%
6	648	7.5%
5	602	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	236538	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	151938	64.2%
a	75969	32.1%
.	1313	0.6%
1	985	0.4%
2	842	0.4%
3	769	0.3%
4	726	0.3%
9	712	0.3%
8	709	0.3%
0	671	0.3%
7	654	0.3%
6	648	0.3%
5	602	0.3%

weekly_hosp_admissions_per_million
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	1165
Distinct (%)	88.7%
Missing	75969
Missing (%)	98.3%
Memory size	603.9 KiB

0.0	16
2.746	9
1.126	9
1.943	7
7.774	4
Other values (1160)	1268

Common Values
Overview

Value	Count	Frequency (%)
0.0	16	< 0.1%
2.746	9	< 0.1%
1.126	9	< 0.1%
1.943	7	< 0.1%
7.774	4	< 0.1%
0.524	4	< 0.1%
3.762	4	< 0.1%
6.757	4	< 0.1%
12.529	3	< 0.1%
3.145	3	< 0.1%
4.504	3	< 0.1%
3.778	3	< 0.1%
0.373	3	< 0.1%
2.621	3	< 0.1%
1.048	3	< 0.1%
16.954	3	< 0.1%
1.863	3	< 0.1%
1.209	3	< 0.1%
0.752	3	< 0.1%
10.985	3	< 0.1%
2.236	3	< 0.1%
2.505	3	< 0.1%
2.097	3	< 0.1%
1.573	3	< 0.1%
0.477	3	< 0.1%
Other values (1140)	1205	1.6%
(Missing)	75969	98.3%

Frequencies of value counts

Unique

Unique	1077 ?
Unique (%)	82.0%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.049507
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	151938	64.5%
a	75969	32.2%
.	1313	0.6%
1	992	0.4%
2	783	0.3%
3	692	0.3%
4	647	0.3%
5	632	0.3%
7	621	0.3%
6	576	0.2%
8	527	0.2%
9	518	0.2%
0	464	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	227907	96.7%
Decimal Number	6452	2.7%
Other Punctuation	1313	0.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	151938	66.7%
a	75969	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	992	15.4%
2	783	12.1%
3	692	10.7%
4	647	10.0%
5	632	9.8%
7	621	9.6%
6	576	8.9%
8	527	8.2%
9	518	8.0%
0	464	7.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1313	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	227907	96.7%
Common	7765	3.3%

Most frequent Latin characters

Value	Count	Frequency (%)
n	151938	66.7%
a	75969	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	1313	16.9%
1	992	12.8%
2	783	10.1%
3	692	8.9%
4	647	8.3%
5	632	8.1%
7	621	8.0%
6	576	7.4%
8	527	6.8%
9	518	6.7%
0	464	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	235672	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	151938	64.5%
a	75969	32.2%
.	1313	0.6%
1	992	0.4%
2	783	0.3%
3	692	0.3%
4	647	0.3%
5	632	0.3%
7	621	0.3%
6	576	0.2%
8	527	0.2%
9	518	0.2%
0	464	0.2%

new_tests
Categorical

HIGH CARDINALITY
MISSING

Distinct	19143
Distinct (%)	54.3%
Missing	42023
Missing (%)	54.4%
Memory size	603.9 KiB

1.0	69
2.0	52
5.0	36
4.0	35
3.0	33
Other values (19138)	35034

Common Values
Overview

Value	Count	Frequency (%)
1.0	69	0.1%
2.0	52	0.1%
5.0	36	< 0.1%
4.0	35	< 0.1%
3.0	33	< 0.1%
10.0	27	< 0.1%
7.0	24	< 0.1%
18.0	24	< 0.1%
12.0	23	< 0.1%
24.0	22	< 0.1%
25.0	21	< 0.1%
6.0	21	< 0.1%
29.0	21	< 0.1%
33.0	19	< 0.1%
16.0	19	< 0.1%
27.0	18	< 0.1%
43.0	18	< 0.1%
242.0	18	< 0.1%
9.0	18	< 0.1%
26.0	18	< 0.1%
22.0	18	< 0.1%
50.0	17	< 0.1%
56.0	17	< 0.1%
17.0	17	< 0.1%
135.0	17	< 0.1%
Other values (19118)	34637	44.8%
(Missing)	42023	54.4%

Frequencies of value counts

Unique

Unique	13043 ?
Unique (%)	37.0%

Histogram of lengths of the category

Length

Max length	9
Median length	3
Mean length	4.457389819
Min length	3

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	84046	24.4%
0	47413	13.8%
a	42023	12.2%
.	35259	10.2%
1	22754	6.6%
2	18242	5.3%
3	16171	4.7%
4	15292	4.4%
5	13901	4.0%
6	12798	3.7%
7	12429	3.6%
8	12089	3.5%
9	12048	3.5%
-	11	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	183137	53.2%
Lowercase Letter	126069	36.6%
Other Punctuation	35259	10.2%
Dash Punctuation	11	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	84046	66.7%
a	42023	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	47413	25.9%
1	22754	12.4%
2	18242	10.0%
3	16171	8.8%
4	15292	8.4%
5	13901	7.6%
6	12798	7.0%
7	12429	6.8%
8	12089	6.6%
9	12048	6.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	35259	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	218407	63.4%
Latin	126069	36.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	84046	66.7%
a	42023	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	47413	21.7%
.	35259	16.1%
1	22754	10.4%
2	18242	8.4%
3	16171	7.4%
4	15292	7.0%
5	13901	6.4%
6	12798	5.9%
7	12429	5.7%
8	12089	5.5%
9	12048	5.5%
-	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	344476	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	84046	24.4%
0	47413	13.8%
a	42023	12.2%
.	35259	10.2%
1	22754	6.6%
2	18242	5.3%
3	16171	4.7%
4	15292	4.4%
5	13901	4.0%
6	12798	3.7%
7	12429	3.6%
8	12089	3.5%
9	12048	3.5%
-	11	< 0.1%

total_tests
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	34144
Distinct (%)	97.5%
Missing	42254
Missing (%)	54.7%
Memory size	603.9 KiB

2.0	11
4.0	10
1.0	9
25.0	7
16.0	7
Other values (34139)	34984

Common Values
Overview

Value	Count	Frequency (%)
2.0	11	< 0.1%
4.0	10	< 0.1%
1.0	9	< 0.1%
25.0	7	< 0.1%
16.0	7	< 0.1%
23.0	7	< 0.1%
8.0	7	< 0.1%
5.0	6	< 0.1%
13.0	6	< 0.1%
12.0	6	< 0.1%
36.0	6	< 0.1%
6.0	6	< 0.1%
111.0	6	< 0.1%
9.0	6	< 0.1%
10.0	6	< 0.1%
35.0	6	< 0.1%
33.0	5	< 0.1%
17.0	5	< 0.1%
745.0	5	< 0.1%
11.0	5	< 0.1%
14.0	5	< 0.1%
18.0	5	< 0.1%
367.0	5	< 0.1%
46.0	5	< 0.1%
58.0	5	< 0.1%
Other values (34119)	34871	45.1%
(Missing)	42254	54.7%

Frequencies of value counts

Unique

Unique	33487 ?
Unique (%)	95.6%

Histogram of lengths of the category

Length

Max length	11
Median length	3
Mean length	5.312815403
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	84508	20.6%
0	53855	13.1%
a	42254	10.3%
.	35028	8.5%
1	28486	6.9%
2	24556	6.0%
3	22573	5.5%
4	21350	5.2%
5	20492	5.0%
6	19983	4.9%
7	19575	4.8%
8	19128	4.7%
9	18797	4.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	248795	60.6%
Lowercase Letter	126762	30.9%
Other Punctuation	35028	8.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	84508	66.7%
a	42254	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	53855	21.6%
1	28486	11.4%
2	24556	9.9%
3	22573	9.1%
4	21350	8.6%
5	20492	8.2%
6	19983	8.0%
7	19575	7.9%
8	19128	7.7%
9	18797	7.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	35028	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	283823	69.1%
Latin	126762	30.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	84508	66.7%
a	42254	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	53855	19.0%
.	35028	12.3%
1	28486	10.0%
2	24556	8.7%
3	22573	8.0%
4	21350	7.5%
5	20492	7.2%
6	19983	7.0%
7	19575	6.9%
8	19128	6.7%
9	18797	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	410585	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	84508	20.6%
0	53855	13.1%
a	42254	10.3%
.	35028	8.5%
1	28486	6.9%
2	24556	6.0%
3	22573	5.5%
4	21350	5.2%
5	20492	5.0%
6	19983	4.9%
7	19575	4.8%
8	19128	4.7%
9	18797	4.6%

total_tests_per_thousand
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	29675
Distinct (%)	84.7%
Missing	42254
Missing (%)	54.7%
Memory size	603.9 KiB

0.001	86
0.0	63
0.002	51
0.003	44
0.01	33
Other values (29670)	34751

Common Values
Overview

Value	Count	Frequency (%)
0.001	86	0.1%
0.0	63	0.1%
0.002	51	0.1%
0.003	44	0.1%
0.01	33	< 0.1%
0.004	32	< 0.1%
0.007	32	< 0.1%
0.015	25	< 0.1%
0.006	24	< 0.1%
0.008	24	< 0.1%
0.009	23	< 0.1%
0.005	23	< 0.1%
0.012	22	< 0.1%
0.011	21	< 0.1%
0.017	19	< 0.1%
0.018	19	< 0.1%
0.022	17	< 0.1%
0.072	16	< 0.1%
0.027	16	< 0.1%
0.014	15	< 0.1%
0.013	14	< 0.1%
0.02	13	< 0.1%
0.033	13	< 0.1%
0.016	12	< 0.1%
0.083	12	< 0.1%
Other values (29650)	34359	44.5%
(Missing)	42254	54.7%

Frequencies of value counts

Unique

Unique	26323 ?
Unique (%)	75.1%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	4.366708936
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	84508	25.0%
a	42254	12.5%
.	35028	10.4%
1	25063	7.4%
2	20699	6.1%
3	18435	5.5%
4	17395	5.2%
5	16712	5.0%
6	16045	4.8%
7	15845	4.7%
8	15321	4.5%
0	15237	4.5%
9	14926	4.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	175678	52.1%
Lowercase Letter	126762	37.6%
Other Punctuation	35028	10.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	84508	66.7%
a	42254	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	25063	14.3%
2	20699	11.8%
3	18435	10.5%
4	17395	9.9%
5	16712	9.5%
6	16045	9.1%
7	15845	9.0%
8	15321	8.7%
0	15237	8.7%
9	14926	8.5%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	35028	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	210706	62.4%
Latin	126762	37.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	84508	66.7%
a	42254	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	35028	16.6%
1	25063	11.9%
2	20699	9.8%
3	18435	8.7%
4	17395	8.3%
5	16712	7.9%
6	16045	7.6%
7	15845	7.5%
8	15321	7.3%
0	15237	7.2%
9	14926	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	337468	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	84508	25.0%
a	42254	12.5%
.	35028	10.4%
1	25063	7.4%
2	20699	6.1%
3	18435	5.5%
4	17395	5.2%
5	16712	5.0%
6	16045	4.8%
7	15845	4.7%
8	15321	4.5%
0	15237	4.5%
9	14926	4.4%

new_tests_per_thousand
Categorical

HIGH CARDINALITY
MISSING

Distinct	6297
Distinct (%)	17.9%
Missing	42023
Missing (%)	54.4%
Memory size	603.9 KiB

0.0	278
0.001	243
0.002	212
0.004	168
0.005	164
Other values (6292)	34194

Common Values
Overview

Value	Count	Frequency (%)
0.0	278	0.4%
0.001	243	0.3%
0.002	212	0.3%
0.004	168	0.2%
0.005	164	0.2%
0.003	159	0.2%
0.006	157	0.2%
0.007	150	0.2%
0.008	134	0.2%
0.012	119	0.2%
0.009	117	0.2%
0.014	102	0.1%
0.011	101	0.1%
0.05	99	0.1%
0.013	97	0.1%
0.01	95	0.1%
0.041	92	0.1%
0.036	92	0.1%
0.045	92	0.1%
0.059	91	0.1%
0.018	91	0.1%
0.015	90	0.1%
0.057	89	0.1%
0.033	89	0.1%
0.054	88	0.1%
Other values (6272)	32050	41.5%
(Missing)	42023	54.4%

Frequencies of value counts

Unique

Unique	2891 ?
Unique (%)	8.2%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.871250744
Min length	3

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	84046	28.1%
a	42023	14.0%
0	37194	12.4%
.	35259	11.8%
1	18227	6.1%
2	13612	4.5%
3	12159	4.1%
4	10668	3.6%
5	10146	3.4%
6	9653	3.2%
7	9163	3.1%
8	8687	2.9%
9	8330	2.8%
-	11	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	137839	46.1%
Lowercase Letter	126069	42.1%
Other Punctuation	35259	11.8%
Dash Punctuation	11	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	84046	66.7%
a	42023	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	37194	27.0%
1	18227	13.2%
2	13612	9.9%
3	12159	8.8%
4	10668	7.7%
5	10146	7.4%
6	9653	7.0%
7	9163	6.6%
8	8687	6.3%
9	8330	6.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	35259	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	173109	57.9%
Latin	126069	42.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	84046	66.7%
a	42023	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	37194	21.5%
.	35259	20.4%
1	18227	10.5%
2	13612	7.9%
3	12159	7.0%
4	10668	6.2%
5	10146	5.9%
6	9653	5.6%
7	9163	5.3%
8	8687	5.0%
9	8330	4.8%
-	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	299178	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	84046	28.1%
a	42023	14.0%
0	37194	12.4%
.	35259	11.8%
1	18227	6.1%
2	13612	4.5%
3	12159	4.1%
4	10668	3.6%
5	10146	3.4%
6	9653	3.2%
7	9163	3.1%
8	8687	2.9%
9	8330	2.8%
-	11	< 0.1%

new_tests_smoothed
Categorical

HIGH CARDINALITY
MISSING

Distinct	21517
Distinct (%)	53.3%
Missing	36926
Missing (%)	47.8%
Memory size	603.9 KiB

0.0	73
1.0	69
2.0	58
3.0	34
5.0	33
Other values (21512)	40089

Common Values
Overview

Value	Count	Frequency (%)
0.0	73	0.1%
1.0	69	0.1%
2.0	58	0.1%
3.0	34	< 0.1%
5.0	33	< 0.1%
4.0	30	< 0.1%
341.0	28	< 0.1%
273.0	27	< 0.1%
7.0	23	< 0.1%
40.0	23	< 0.1%
39.0	22	< 0.1%
1093.0	21	< 0.1%
8.0	21	< 0.1%
51.0	21	< 0.1%
27.0	20	< 0.1%
29.0	20	< 0.1%
57.0	20	< 0.1%
264.0	20	< 0.1%
2470.0	20	< 0.1%
202.0	19	< 0.1%
6.0	19	< 0.1%
30.0	19	< 0.1%
69.0	19	< 0.1%
543.0	19	< 0.1%
20.0	18	< 0.1%
Other values (21492)	39660	51.3%
(Missing)	36926	47.8%

Frequencies of value counts

Unique

Unique	14643 ?
Unique (%)	36.3%

Histogram of lengths of the category

Length

Max length	9
Median length	5
Mean length	4.682798064
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	73852	20.4%
0	54394	15.0%
.	40356	11.2%
a	36926	10.2%
1	25687	7.1%
2	21084	5.8%
3	19393	5.4%
4	17828	4.9%
5	15740	4.3%
6	14543	4.0%
7	14167	3.9%
9	13992	3.9%
8	13934	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	210762	58.2%
Lowercase Letter	110778	30.6%
Other Punctuation	40356	11.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	73852	66.7%
a	36926	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	54394	25.8%
1	25687	12.2%
2	21084	10.0%
3	19393	9.2%
4	17828	8.5%
5	15740	7.5%
6	14543	6.9%
7	14167	6.7%
9	13992	6.6%
8	13934	6.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	40356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	251118	69.4%
Latin	110778	30.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	73852	66.7%
a	36926	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	54394	21.7%
.	40356	16.1%
1	25687	10.2%
2	21084	8.4%
3	19393	7.7%
4	17828	7.1%
5	15740	6.3%
6	14543	5.8%
7	14167	5.6%
9	13992	5.6%
8	13934	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	361896	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	73852	20.4%
0	54394	15.0%
.	40356	11.2%
a	36926	10.2%
1	25687	7.1%
2	21084	5.8%
3	19393	5.4%
4	17828	4.9%
5	15740	4.3%
6	14543	4.0%
7	14167	3.9%
9	13992	3.9%
8	13934	3.9%

new_tests_smoothed_per_thousand
Categorical

HIGH CARDINALITY
MISSING

Distinct	6506
Distinct (%)	16.1%
Missing	36926
Missing (%)	47.8%
Memory size	603.9 KiB

0.0	389
0.001	228
0.002	202
0.006	188
0.004	153
Other values (6501)	39196

Common Values
Overview

Value	Count	Frequency (%)
0.0	389	0.5%
0.001	228	0.3%
0.002	202	0.3%
0.006	188	0.2%
0.004	153	0.2%
0.005	152	0.2%
0.003	141	0.2%
0.014	139	0.2%
0.007	139	0.2%
0.013	136	0.2%
0.008	130	0.2%
0.045	129	0.2%
0.01	129	0.2%
0.046	128	0.2%
0.025	126	0.2%
0.021	125	0.2%
0.009	117	0.2%
0.015	115	0.1%
0.016	114	0.1%
0.017	110	0.1%
0.06	109	0.1%
0.011	109	0.1%
0.044	108	0.1%
0.018	107	0.1%
0.058	105	0.1%
Other values (6481)	36728	47.5%
(Missing)	36926	47.8%

Frequencies of value counts

Unique

Unique	2765 ?
Unique (%)	6.9%

Histogram of lengths of the category

Length

Max length	6
Median length	4
Mean length	3.992520897
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	73852	23.9%
0	42250	13.7%
.	40356	13.1%
a	36926	12.0%
1	20632	6.7%
2	15670	5.1%
3	13484	4.4%
4	12315	4.0%
5	11748	3.8%
6	11018	3.6%
7	10583	3.4%
8	10181	3.3%
9	9535	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	157416	51.0%
Lowercase Letter	110778	35.9%
Other Punctuation	40356	13.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	73852	66.7%
a	36926	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	42250	26.8%
1	20632	13.1%
2	15670	10.0%
3	13484	8.6%
4	12315	7.8%
5	11748	7.5%
6	11018	7.0%
7	10583	6.7%
8	10181	6.5%
9	9535	6.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	40356	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	197772	64.1%
Latin	110778	35.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	73852	66.7%
a	36926	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	42250	21.4%
.	40356	20.4%
1	20632	10.4%
2	15670	7.9%
3	13484	6.8%
4	12315	6.2%
5	11748	5.9%
6	11018	5.6%
7	10583	5.4%
8	10181	5.1%
9	9535	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	308550	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	73852	23.9%
0	42250	13.7%
.	40356	13.1%
a	36926	12.0%
1	20632	6.7%
2	15670	5.1%
3	13484	4.4%
4	12315	4.0%
5	11748	3.8%
6	11018	3.6%
7	10583	3.4%
8	10181	3.3%
9	9535	3.1%

positive_rate
Categorical

HIGH CARDINALITY
MISSING

Distinct	566
Distinct (%)	1.5%
Missing	38254
Missing (%)	49.5%
Memory size	603.9 KiB

0.0	1173
0.001	1090
0.002	784
0.004	763
0.005	682
Other values (561)	34536

Common Values
Overview

Value	Count	Frequency (%)
0.0	1173	1.5%
0.001	1090	1.4%
0.002	784	1.0%
0.004	763	1.0%
0.005	682	0.9%
0.003	665	0.9%
0.006	558	0.7%
0.007	496	0.6%
0.008	485	0.6%
0.009	470	0.6%
0.015	463	0.6%
0.01	436	0.6%
0.014	428	0.6%
0.011	427	0.6%
0.018	416	0.5%
0.016	390	0.5%
0.017	387	0.5%
0.019	385	0.5%
0.012	382	0.5%
0.023	362	0.5%
0.013	352	0.5%
0.02	349	0.5%
0.021	349	0.5%
0.025	341	0.4%
0.027	318	0.4%
Other values (541)	26077	33.7%
(Missing)	38254	49.5%

Frequencies of value counts

Unique

Unique	42 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	5
Median length	3
Mean length	3.933593851
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	76508	25.2%
0	73144	24.1%
.	39028	12.8%
a	38254	12.6%
1	17619	5.8%
2	11985	3.9%
3	9047	3.0%
4	7764	2.6%
5	6845	2.3%
6	6423	2.1%
7	6012	2.0%
8	5823	1.9%
9	5544	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	150206	49.4%
Lowercase Letter	114762	37.8%
Other Punctuation	39028	12.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	76508	66.7%
a	38254	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	73144	48.7%
1	17619	11.7%
2	11985	8.0%
3	9047	6.0%
4	7764	5.2%
5	6845	4.6%
6	6423	4.3%
7	6012	4.0%
8	5823	3.9%
9	5544	3.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	39028	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	189234	62.2%
Latin	114762	37.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	76508	66.7%
a	38254	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	73144	38.7%
.	39028	20.6%
1	17619	9.3%
2	11985	6.3%
3	9047	4.8%
4	7764	4.1%
5	6845	3.6%
6	6423	3.4%
7	6012	3.2%
8	5823	3.1%
9	5544	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	303996	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	76508	25.2%
0	73144	24.1%
.	39028	12.8%
a	38254	12.6%
1	17619	5.8%
2	11985	3.9%
3	9047	3.0%
4	7764	2.6%
5	6845	2.3%
6	6423	2.1%
7	6012	2.0%
8	5823	1.9%
9	5544	1.8%

tests_per_case
Categorical

HIGH CARDINALITY
MISSING

Distinct	4971
Distinct (%)	12.9%
Missing	38806
Missing (%)	50.2%
Memory size	603.9 KiB

3.7	220
3.0	216
3.4	214
3.5	203
3.6	198
Other values (4966)	37425

Common Values
Overview

Value	Count	Frequency (%)
3.7	220	0.3%
3.0	216	0.3%
3.4	214	0.3%
3.5	203	0.3%
3.6	198	0.3%
3.9	197	0.3%
3.8	196	0.3%
8.3	190	0.2%
4.2	187	0.2%
4.6	187	0.2%
5.3	187	0.2%
3.2	186	0.2%
4.0	184	0.2%
4.7	182	0.2%
2.9	182	0.2%
5.4	182	0.2%
4.1	181	0.2%
4.5	181	0.2%
5.2	179	0.2%
5.0	177	0.2%
4.8	176	0.2%
4.4	174	0.2%
3.3	173	0.2%
4.3	172	0.2%
5.1	172	0.2%
Other values (4946)	33780	43.7%
(Missing)	38806	50.2%

Frequencies of value counts

Unique

Unique	2828 ?
Unique (%)	7.4%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.44393261
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	77612	29.2%
a	38806	14.6%
.	38476	14.5%
1	18463	6.9%
2	13984	5.3%
3	12573	4.7%
4	11006	4.1%
5	10536	4.0%
6	9590	3.6%
0	9350	3.5%
7	8955	3.4%
8	8636	3.2%
9	8167	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	116418	43.7%
Decimal Number	111260	41.8%
Other Punctuation	38476	14.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	77612	66.7%
a	38806	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	18463	16.6%
2	13984	12.6%
3	12573	11.3%
4	11006	9.9%
5	10536	9.5%
6	9590	8.6%
0	9350	8.4%
7	8955	8.0%
8	8636	7.8%
9	8167	7.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	38476	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	149736	56.3%
Latin	116418	43.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	77612	66.7%
a	38806	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	38476	25.7%
1	18463	12.3%
2	13984	9.3%
3	12573	8.4%
4	11006	7.4%
5	10536	7.0%
6	9590	6.4%
0	9350	6.2%
7	8955	6.0%
8	8636	5.8%
9	8167	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	266154	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	77612	29.2%
a	38806	14.6%
.	38476	14.5%
1	18463	6.9%
2	13984	5.3%
3	12573	4.7%
4	11006	4.1%
5	10536	4.0%
6	9590	3.6%
0	9350	3.5%
7	8955	3.4%
8	8636	3.2%
9	8167	3.1%

tests_units
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	35571
Missing (%)	46.0%
Memory size	603.9 KiB

tests performed	25214
people tested	8278
samples tested	7407
units unclear	812

Value	Count	Frequency (%)
tests performed	25214	32.6%
people tested	8278	10.7%
samples tested	7407	9.6%
units unclear	812	1.1%
(Missing)	35571	46.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	13
Mean length	9.145609586
Min length	3

Overview of Unicode Properties

Unique unicode characters	16
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	131787	18.6%
t	82610	11.7%
s	81739	11.6%
n	72766	10.3%
r	51240	7.2%
p	49177	7.0%
a	43790	6.2%
	41711	5.9%
d	40899	5.8%
o	33492	4.7%
m	32621	4.6%
f	25214	3.6%
l	16497	2.3%
u	1624	0.2%
i	812	0.1%
c	812	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	665080	94.1%
Space Separator	41711	5.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	131787	19.8%
t	82610	12.4%
s	81739	12.3%
n	72766	10.9%
r	51240	7.7%
p	49177	7.4%
a	43790	6.6%
d	40899	6.1%
o	33492	5.0%
m	32621	4.9%
f	25214	3.8%
l	16497	2.5%
u	1624	0.2%
i	812	0.1%
c	812	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	41711	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	665080	94.1%
Common	41711	5.9%

Most frequent Latin characters

Value	Count	Frequency (%)
e	131787	19.8%
t	82610	12.4%
s	81739	12.3%
n	72766	10.9%
r	51240	7.7%
p	49177	7.4%
a	43790	6.6%
d	40899	6.1%
o	33492	5.0%
m	32621	4.9%
f	25214	3.8%
l	16497	2.5%
u	1624	0.2%
i	812	0.1%
c	812	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	41711	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	706791	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	131787	18.6%
t	82610	11.7%
s	81739	11.6%
n	72766	10.3%
r	51240	7.2%
p	49177	7.0%
a	43790	6.2%
	41711	5.9%
d	40899	5.8%
o	33492	4.7%
m	32621	4.6%
f	25214	3.6%
l	16497	2.3%
u	1624	0.2%
i	812	0.1%
c	812	0.1%

total_vaccinations
Categorical

HIGH CARDINALITY
MISSING

Distinct	5186
Distinct (%)	95.4%
Missing	71848
Missing (%)	93.0%
Memory size	603.9 KiB

0.0	89
12441.0	13
8649.0	10
10702.0	7
118244.0	5
Other values (5181)	5310

Common Values
Overview

Value	Count	Frequency (%)
0.0	89	0.1%
12441.0	13	< 0.1%
8649.0	10	< 0.1%
10702.0	7	< 0.1%
118244.0	5	< 0.1%
40662.0	4	< 0.1%
67423.0	4	< 0.1%
2000.0	4	< 0.1%
30000.0	4	< 0.1%
4000.0	4	< 0.1%
5.0	3	< 0.1%
7000.0	3	< 0.1%
18353.0	3	< 0.1%
65350.0	3	< 0.1%
7202.0	3	< 0.1%
30.0	3	< 0.1%
72426.0	3	< 0.1%
420.0	3	< 0.1%
8772.0	3	< 0.1%
100.0	3	< 0.1%
13329.0	3	< 0.1%
40000.0	3	< 0.1%
86465.0	3	< 0.1%
20000.0	2	< 0.1%
159168.0	2	< 0.1%
Other values (5161)	5247	6.8%
(Missing)	71848	93.0%

Frequencies of value counts

Unique

Unique	5075 ?
Unique (%)	93.4%

Histogram of lengths of the category

Length

Max length	11
Median length	3
Mean length	3.348412308
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	143696	55.5%
a	71848	27.8%
0	8921	3.4%
.	5434	2.1%
1	4268	1.6%
2	3645	1.4%
3	3296	1.3%
4	3111	1.2%
6	3020	1.2%
5	2976	1.2%
8	2885	1.1%
7	2875	1.1%
9	2797	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	215544	83.3%
Decimal Number	37794	14.6%
Other Punctuation	5434	2.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	143696	66.7%
a	71848	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	8921	23.6%
1	4268	11.3%
2	3645	9.6%
3	3296	8.7%
4	3111	8.2%
6	3020	8.0%
5	2976	7.9%
8	2885	7.6%
7	2875	7.6%
9	2797	7.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	5434	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	215544	83.3%
Common	43228	16.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	143696	66.7%
a	71848	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	8921	20.6%
.	5434	12.6%
1	4268	9.9%
2	3645	8.4%
3	3296	7.6%
4	3111	7.2%
6	3020	7.0%
5	2976	6.9%
8	2885	6.7%
7	2875	6.7%
9	2797	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	258772	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	143696	55.5%
a	71848	27.8%
0	8921	3.4%
.	5434	2.1%
1	4268	1.6%
2	3645	1.4%
3	3296	1.3%
4	3111	1.2%
6	3020	1.2%
5	2976	1.2%
8	2885	1.1%
7	2875	1.1%
9	2797	1.1%

people_vaccinated
Categorical

HIGH CARDINALITY
MISSING

Distinct	4603
Distinct (%)	94.7%
Missing	72419
Missing (%)	93.7%
Memory size	603.9 KiB

0.0	82
8649.0	16
10702.0	15
24773.0	10
186294.0	7
Other values (4598)	4733

Common Values
Overview

Value	Count	Frequency (%)
0.0	82	0.1%
8649.0	16	< 0.1%
10702.0	15	< 0.1%
24773.0	10	< 0.1%
186294.0	7	< 0.1%
57023.0	6	< 0.1%
114965.0	5	< 0.1%
30861.0	4	< 0.1%
10325.0	4	< 0.1%
86465.0	4	< 0.1%
2000.0	4	< 0.1%
177294.0	4	< 0.1%
2819586.0	3	< 0.1%
56984.0	3	< 0.1%
72426.0	3	< 0.1%
18353.0	3	< 0.1%
640115.0	3	< 0.1%
17282.0	3	< 0.1%
420.0	3	< 0.1%
30000.0	3	< 0.1%
22712.0	3	< 0.1%
614117.0	3	< 0.1%
4000.0	3	< 0.1%
7000.0	3	< 0.1%
13801.0	3	< 0.1%
Other values (4578)	4663	6.0%
(Missing)	72419	93.7%

Frequencies of value counts

Unique

Unique	4496 ?
Unique (%)	92.5%

Histogram of lengths of the category

Length

Max length	11
Median length	3
Mean length	3.307975984
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	144838	56.7%
a	72419	28.3%
0	7783	3.0%
.	4863	1.9%
1	3675	1.4%
2	3251	1.3%
3	3044	1.2%
4	2839	1.1%
5	2818	1.1%
6	2588	1.0%
7	2545	1.0%
8	2526	1.0%
9	2458	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	217257	85.0%
Decimal Number	33527	13.1%
Other Punctuation	4863	1.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	144838	66.7%
a	72419	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	7783	23.2%
1	3675	11.0%
2	3251	9.7%
3	3044	9.1%
4	2839	8.5%
5	2818	8.4%
6	2588	7.7%
7	2545	7.6%
8	2526	7.5%
9	2458	7.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	4863	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	217257	85.0%
Common	38390	15.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	144838	66.7%
a	72419	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	7783	20.3%
.	4863	12.7%
1	3675	9.6%
2	3251	8.5%
3	3044	7.9%
4	2839	7.4%
5	2818	7.3%
6	2588	6.7%
7	2545	6.6%
8	2526	6.6%
9	2458	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	255647	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	144838	56.7%
a	72419	28.3%
0	7783	3.0%
.	4863	1.9%
1	3675	1.4%
2	3251	1.3%
3	3044	1.2%
4	2839	1.1%
5	2818	1.1%
6	2588	1.0%
7	2545	1.0%
8	2526	1.0%
9	2458	1.0%

people_fully_vaccinated
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	3105
Distinct (%)	94.2%
Missing	73987
Missing (%)	95.7%
Memory size	603.9 KiB

19019.0	14
5.0	13
1.0	9
22002.0	9
12272.0	9
Other values (3100)	3241

Common Values
Overview

Value	Count	Frequency (%)
19019.0	14	< 0.1%
5.0	13	< 0.1%
1.0	9	< 0.1%
22002.0	9	< 0.1%
12272.0	9	< 0.1%
2.0	7	< 0.1%
8366.0	7	< 0.1%
6228.0	7	< 0.1%
55769.0	6	< 0.1%
8364.0	6	< 0.1%
2688.0	4	< 0.1%
5884.0	4	< 0.1%
1929.0	4	< 0.1%
10400.0	4	< 0.1%
44635.0	3	< 0.1%
9785.0	3	< 0.1%
9217.0	3	< 0.1%
2183.0	3	< 0.1%
752.0	3	< 0.1%
9951.0	3	< 0.1%
17392.0	3	< 0.1%
22004.0	3	< 0.1%
13867.0	3	< 0.1%
3328.0	3	< 0.1%
55759.0	3	< 0.1%
Other values (3080)	3159	4.1%
(Missing)	73987	95.7%

Frequencies of value counts

Unique

Unique	3003 ?
Unique (%)	91.1%

Histogram of lengths of the category

Length

Max length	11
Median length	3
Mean length	3.20185813
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	147974	59.8%
a	73987	29.9%
0	4956	2.0%
.	3295	1.3%
1	2597	1.0%
2	2320	0.9%
3	1974	0.8%
4	1846	0.7%
6	1806	0.7%
5	1781	0.7%
7	1682	0.7%
8	1631	0.7%
9	1597	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	221961	89.7%
Decimal Number	22190	9.0%
Other Punctuation	3295	1.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	147974	66.7%
a	73987	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	4956	22.3%
1	2597	11.7%
2	2320	10.5%
3	1974	8.9%
4	1846	8.3%
6	1806	8.1%
5	1781	8.0%
7	1682	7.6%
8	1631	7.4%
9	1597	7.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3295	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	221961	89.7%
Common	25485	10.3%

Most frequent Latin characters

Value	Count	Frequency (%)
n	147974	66.7%
a	73987	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	4956	19.4%
.	3295	12.9%
1	2597	10.2%
2	2320	9.1%
3	1974	7.7%
4	1846	7.2%
6	1806	7.1%
5	1781	7.0%
7	1682	6.6%
8	1631	6.4%
9	1597	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	247446	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	147974	59.8%
a	73987	29.9%
0	4956	2.0%
.	3295	1.3%
1	2597	1.0%
2	2320	0.9%
3	1974	0.8%
4	1846	0.7%
6	1806	0.7%
5	1781	0.7%
7	1682	0.7%
8	1631	0.7%
9	1597	0.6%

new_vaccinations
Categorical

HIGH CARDINALITY
MISSING

Distinct	4240
Distinct (%)	91.5%
Missing	72646
Missing (%)	94.0%
Memory size	603.9 KiB

0.0	90
1.0	10
30.0	6
534.0	5
654.0	4
Other values (4235)	4521

Common Values
Overview

Value	Count	Frequency (%)
0.0	90	0.1%
1.0	10	< 0.1%
30.0	6	< 0.1%
534.0	5	< 0.1%
654.0	4	< 0.1%
9.0	4	< 0.1%
3000.0	4	< 0.1%
930.0	4	< 0.1%
112.0	4	< 0.1%
90.0	4	< 0.1%
3863.0	4	< 0.1%
8.0	4	< 0.1%
42.0	3	< 0.1%
2300.0	3	< 0.1%
924.0	3	< 0.1%
531.0	3	< 0.1%
1027.0	3	< 0.1%
1074.0	3	< 0.1%
3972.0	3	< 0.1%
2082.0	3	< 0.1%
902.0	3	< 0.1%
1092.0	3	< 0.1%
616.0	3	< 0.1%
1168.0	3	< 0.1%
1025.0	3	< 0.1%
Other values (4215)	4454	5.8%
(Missing)	72646	94.0%

Frequencies of value counts

Unique

Unique	3990 ?
Unique (%)	86.1%

Histogram of lengths of the category

Length

Max length	10
Median length	3
Mean length	3.224981238
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	145292	58.3%
a	72646	29.1%
0	6729	2.7%
.	4636	1.9%
1	3350	1.3%
2	2535	1.0%
3	2375	1.0%
4	2075	0.8%
5	2071	0.8%
9	1894	0.8%
6	1892	0.8%
8	1870	0.8%
7	1868	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	217938	87.4%
Decimal Number	26659	10.7%
Other Punctuation	4636	1.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	145292	66.7%
a	72646	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	6729	25.2%
1	3350	12.6%
2	2535	9.5%
3	2375	8.9%
4	2075	7.8%
5	2071	7.8%
9	1894	7.1%
6	1892	7.1%
8	1870	7.0%
7	1868	7.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	4636	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	217938	87.4%
Common	31295	12.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	145292	66.7%
a	72646	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	6729	21.5%
.	4636	14.8%
1	3350	10.7%
2	2535	8.1%
3	2375	7.6%
4	2075	6.6%
5	2071	6.6%
9	1894	6.1%
6	1892	6.0%
8	1870	6.0%
7	1868	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	249233	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	145292	58.3%
a	72646	29.1%
0	6729	2.7%
.	4636	1.9%
1	3350	1.3%
2	2535	1.0%
3	2375	1.0%
4	2075	0.8%
5	2071	0.8%
9	1894	0.8%
6	1892	0.8%
8	1870	0.8%
7	1868	0.7%

new_vaccinations_smoothed
Categorical

HIGH CARDINALITY
MISSING

Distinct	5939
Distinct (%)	71.6%
Missing	68991
Missing (%)	89.3%
Memory size	603.9 KiB

403.0	52
7712.0	47
75.0	44
275.0	42
294.0	40
Other values (5934)	8066

Common Values
Overview

Value	Count	Frequency (%)
403.0	52	0.1%
7712.0	47	0.1%
75.0	44	0.1%
275.0	42	0.1%
294.0	40	0.1%
1351.0	38	< 0.1%
189.0	37	< 0.1%
77.0	34	< 0.1%
895.0	32	< 0.1%
222.0	31	< 0.1%
63.0	30	< 0.1%
1121.0	30	< 0.1%
143.0	29	< 0.1%
368.0	26	< 0.1%
3806.0	24	< 0.1%
103571.0	22	< 0.1%
314.0	22	< 0.1%
44361.0	21	< 0.1%
412.0	21	< 0.1%
547.0	21	< 0.1%
3250.0	20	< 0.1%
4170.0	19	< 0.1%
126.0	19	< 0.1%
400.0	18	< 0.1%
131.0	17	< 0.1%
Other values (5914)	7555	9.8%
(Missing)	68991	89.3%

Frequencies of value counts

Unique

Unique	5168 ?
Unique (%)	62.3%

Histogram of lengths of the category

Length

Max length	10
Median length	3
Mean length	3.363435211
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	137982	53.1%
a	68991	26.5%
0	11517	4.4%
.	8291	3.2%
1	5835	2.2%
2	4363	1.7%
3	3665	1.4%
4	3424	1.3%
5	3332	1.3%
7	3290	1.3%
6	3178	1.2%
8	3134	1.2%
9	2931	1.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	206973	79.6%
Decimal Number	44669	17.2%
Other Punctuation	8291	3.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	137982	66.7%
a	68991	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	11517	25.8%
1	5835	13.1%
2	4363	9.8%
3	3665	8.2%
4	3424	7.7%
5	3332	7.5%
7	3290	7.4%
6	3178	7.1%
8	3134	7.0%
9	2931	6.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	8291	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	206973	79.6%
Common	52960	20.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	137982	66.7%
a	68991	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	11517	21.7%
.	8291	15.7%
1	5835	11.0%
2	4363	8.2%
3	3665	6.9%
4	3424	6.5%
5	3332	6.3%
7	3290	6.2%
6	3178	6.0%
8	3134	5.9%
9	2931	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	259933	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	137982	53.1%
a	68991	26.5%
0	11517	4.4%
.	8291	3.2%
1	5835	2.2%
2	4363	1.7%
3	3665	1.4%
4	3424	1.3%
5	3332	1.3%
7	3290	1.3%
6	3178	1.2%
8	3134	1.2%
9	2931	1.1%

total_vaccinations_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct	1843
Distinct (%)	33.9%
Missing	71848
Missing (%)	93.0%
Memory size	603.9 KiB

0.0	179
0.01	78
0.02	62
0.03	53
0.04	52
Other values (1838)	5010

Common Values
Overview

Value	Count	Frequency (%)
0.0	179	0.2%
0.01	78	0.1%
0.02	62	0.1%
0.03	53	0.1%
0.04	52	0.1%
0.05	40	0.1%
0.06	37	< 0.1%
0.29	33	< 0.1%
0.07	31	< 0.1%
0.13	29	< 0.1%
0.2	28	< 0.1%
0.24	26	< 0.1%
0.09	26	< 0.1%
0.17	25	< 0.1%
0.12	24	< 0.1%
0.15	24	< 0.1%
0.11	23	< 0.1%
0.1	22	< 0.1%
0.21	21	< 0.1%
0.34	21	< 0.1%
0.54	20	< 0.1%
0.16	19	< 0.1%
0.32	19	< 0.1%
0.25	19	< 0.1%
0.37	19	< 0.1%
Other values (1818)	4504	5.8%
(Missing)	71848	93.0%

Frequencies of value counts

Unique

Unique	938 ?
Unique (%)	17.3%

Histogram of lengths of the category

Length

Max length	6
Median length	3
Mean length	3.078439999
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	143696	60.4%
a	71848	30.2%
.	5434	2.3%
0	2912	1.2%
1	2690	1.1%
2	1952	0.8%
3	1741	0.7%
4	1494	0.6%
5	1439	0.6%
6	1257	0.5%
7	1219	0.5%
9	1113	0.5%
8	1113	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	215544	90.6%
Decimal Number	16930	7.1%
Other Punctuation	5434	2.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	143696	66.7%
a	71848	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2912	17.2%
1	2690	15.9%
2	1952	11.5%
3	1741	10.3%
4	1494	8.8%
5	1439	8.5%
6	1257	7.4%
7	1219	7.2%
9	1113	6.6%
8	1113	6.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	5434	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	215544	90.6%
Common	22364	9.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	143696	66.7%
a	71848	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	5434	24.3%
0	2912	13.0%
1	2690	12.0%
2	1952	8.7%
3	1741	7.8%
4	1494	6.7%
5	1439	6.4%
6	1257	5.6%
7	1219	5.5%
9	1113	5.0%
8	1113	5.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237908	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	143696	60.4%
a	71848	30.2%
.	5434	2.3%
0	2912	1.2%
1	2690	1.1%
2	1952	0.8%
3	1741	0.7%
4	1494	0.6%
5	1439	0.6%
6	1257	0.5%
7	1219	0.5%
9	1113	0.5%
8	1113	0.5%

people_vaccinated_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct	1519
Distinct (%)	31.2%
Missing	72419
Missing (%)	93.7%
Memory size	603.9 KiB

0.0	200
0.01	71
0.02	59
0.04	41
0.03	40
Other values (1514)	4452

Common Values
Overview

Value	Count	Frequency (%)
0.0	200	0.3%
0.01	71	0.1%
0.02	59	0.1%
0.04	41	0.1%
0.03	40	0.1%
0.07	34	< 0.1%
0.06	33	< 0.1%
0.3	31	< 0.1%
0.49	30	< 0.1%
0.05	30	< 0.1%
0.13	26	< 0.1%
0.09	24	< 0.1%
0.24	23	< 0.1%
0.27	22	< 0.1%
0.2	22	< 0.1%
0.1	22	< 0.1%
0.25	21	< 0.1%
0.11	21	< 0.1%
0.17	20	< 0.1%
0.42	20	< 0.1%
0.12	19	< 0.1%
0.4	19	< 0.1%
0.53	18	< 0.1%
0.31	18	< 0.1%
0.08	18	< 0.1%
Other values (1494)	3981	5.2%
(Missing)	72419	93.7%

Frequencies of value counts

Unique

Unique	715 ?
Unique (%)	14.7%

Histogram of lengths of the category

Length

Max length	5
Median length	3
Mean length	3.063688828
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	144838	61.2%
a	72419	30.6%
.	4863	2.1%
0	2605	1.1%
1	2089	0.9%
2	1693	0.7%
3	1480	0.6%
4	1341	0.6%
5	1193	0.5%
7	1091	0.5%
6	1073	0.5%
8	1049	0.4%
9	1034	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	217257	91.8%
Decimal Number	14648	6.2%
Other Punctuation	4863	2.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	144838	66.7%
a	72419	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2605	17.8%
1	2089	14.3%
2	1693	11.6%
3	1480	10.1%
4	1341	9.2%
5	1193	8.1%
7	1091	7.4%
6	1073	7.3%
8	1049	7.2%
9	1034	7.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	4863	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	217257	91.8%
Common	19511	8.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	144838	66.7%
a	72419	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	4863	24.9%
0	2605	13.4%
1	2089	10.7%
2	1693	8.7%
3	1480	7.6%
4	1341	6.9%
5	1193	6.1%
7	1091	5.6%
6	1073	5.5%
8	1049	5.4%
9	1034	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	236768	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	144838	61.2%
a	72419	30.6%
.	4863	2.1%
0	2605	1.1%
1	2089	0.9%
2	1693	0.7%
3	1480	0.6%
4	1341	0.6%
5	1193	0.5%
7	1091	0.5%
6	1073	0.5%
8	1049	0.4%
9	1034	0.4%

people_fully_vaccinated_per_hundred
Categorical

HIGH CARDINALITY
MISSING

Distinct	834
Distinct (%)	25.3%
Missing	73987
Missing (%)	95.7%
Memory size	603.9 KiB

0.0	113
0.01	73
0.02	52
0.05	50
0.04	48
Other values (829)	2959

Common Values
Overview

Value	Count	Frequency (%)
0.0	113	0.1%
0.01	73	0.1%
0.02	52	0.1%
0.05	50	0.1%
0.04	48	0.1%
0.07	39	0.1%
0.08	34	< 0.1%
0.03	32	< 0.1%
0.06	32	< 0.1%
0.29	31	< 0.1%
0.1	28	< 0.1%
0.37	27	< 0.1%
0.11	24	< 0.1%
0.09	24	< 0.1%
0.47	21	< 0.1%
0.25	19	< 0.1%
0.24	19	< 0.1%
0.13	18	< 0.1%
0.17	17	< 0.1%
0.9	17	< 0.1%
0.23	17	< 0.1%
0.12	16	< 0.1%
0.53	16	< 0.1%
0.96	16	< 0.1%
0.54	15	< 0.1%
Other values (809)	2497	3.2%
(Missing)	73987	95.7%

Frequencies of value counts

Unique

Unique	384 ?
Unique (%)	11.7%

Histogram of lengths of the category

Length

Max length	5
Median length	3
Mean length	3.040255169
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	147974	63.0%
a	73987	31.5%
.	3295	1.4%
0	2181	0.9%
1	1373	0.6%
2	1170	0.5%
3	1048	0.4%
4	814	0.3%
5	681	0.3%
7	662	0.3%
6	632	0.3%
9	593	0.3%
8	547	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	221961	94.5%
Decimal Number	9701	4.1%
Other Punctuation	3295	1.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	147974	66.7%
a	73987	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	2181	22.5%
1	1373	14.2%
2	1170	12.1%
3	1048	10.8%
4	814	8.4%
5	681	7.0%
7	662	6.8%
6	632	6.5%
9	593	6.1%
8	547	5.6%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	3295	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	221961	94.5%
Common	12996	5.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	147974	66.7%
a	73987	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	3295	25.4%
0	2181	16.8%
1	1373	10.6%
2	1170	9.0%
3	1048	8.1%
4	814	6.3%
5	681	5.2%
7	662	5.1%
6	632	4.9%
9	593	4.6%
8	547	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	234957	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	147974	63.0%
a	73987	31.5%
.	3295	1.4%
0	2181	0.9%
1	1373	0.6%
2	1170	0.5%
3	1048	0.4%
4	814	0.3%
5	681	0.3%
7	662	0.3%
6	632	0.3%
9	593	0.3%
8	547	0.2%

new_vaccinations_smoothed_per_million
Categorical

HIGH CARDINALITY
MISSING

Distinct	3618
Distinct (%)	43.6%
Missing	68991
Missing (%)	89.3%
Memory size	603.9 KiB

43.0	68
4532.0	47
469.0	40
12354.0	40
4184.0	40
Other values (3613)	8056

Common Values
Overview

Value	Count	Frequency (%)
43.0	68	0.1%
4532.0	47	0.1%
469.0	40	0.1%
12354.0	40	0.1%
4184.0	40	0.1%
7492.0	39	0.1%
45.0	35	< 0.1%
1356.0	34	< 0.1%
262.0	32	< 0.1%
1.0	32	< 0.1%
185.0	31	< 0.1%
5734.0	30	< 0.1%
91.0	29	< 0.1%
28.0	29	< 0.1%
178.0	29	< 0.1%
3693.0	28	< 0.1%
627.0	27	< 0.1%
9139.0	27	< 0.1%
44.0	25	< 0.1%
42.0	25	< 0.1%
1523.0	24	< 0.1%
321.0	24	< 0.1%
322.0	24	< 0.1%
130.0	23	< 0.1%
710.0	23	< 0.1%
Other values (3593)	7486	9.7%
(Missing)	68991	89.3%

Frequencies of value counts

Unique

Unique	2081 ?
Unique (%)	25.1%

Histogram of lengths of the category

Length

Max length	7
Median length	3
Mean length	3.261639192
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	137982	54.7%
a	68991	27.4%
0	10228	4.1%
.	8291	3.3%
1	4687	1.9%
2	3837	1.5%
3	3169	1.3%
4	2968	1.2%
5	2612	1.0%
6	2544	1.0%
9	2346	0.9%
8	2229	0.9%
7	2182	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	206973	82.1%
Decimal Number	36802	14.6%
Other Punctuation	8291	3.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	137982	66.7%
a	68991	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	10228	27.8%
1	4687	12.7%
2	3837	10.4%
3	3169	8.6%
4	2968	8.1%
5	2612	7.1%
6	2544	6.9%
9	2346	6.4%
8	2229	6.1%
7	2182	5.9%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	8291	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	206973	82.1%
Common	45093	17.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	137982	66.7%
a	68991	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
0	10228	22.7%
.	8291	18.4%
1	4687	10.4%
2	3837	8.5%
3	3169	7.0%
4	2968	6.6%
5	2612	5.8%
6	2544	5.6%
9	2346	5.2%
8	2229	4.9%
7	2182	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252066	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	137982	54.7%
a	68991	27.4%
0	10228	4.1%
.	8291	3.3%
1	4687	1.9%
2	3837	1.5%
3	3169	1.3%
4	2968	1.2%
5	2612	1.0%
6	2544	1.0%
9	2346	0.9%
8	2229	0.9%
7	2182	0.9%

stringency_index
Real number (ℝ_≥0)

MISSING

Distinct	175
Distinct (%)	0.3%
Missing	11172
Missing (%)	14.5%
Infinite	0
Infinite (%)	0.0%

Mean	58.76592044
Minimum	0
Maximum	100
Zeros	553
Zeros (%)	0.7%
Memory size	603.9 KiB

Quantile statistics

Minimum	0
5-th percentile	17.59
Q1	44.44
median	60.65
Q3	75.93
95-th percentile	89.81
Maximum	100
Range	100
Interquartile range (IQR)	31.49

Descriptive statistics

Standard deviation	21.91774817
Coefficient of variation (CV)	0.372966985
Kurtosis	-0.3906108749
Mean	58.76592044
Median Absolute Deviation (MAD)	15.74
Skewness	-0.4733922819
Sum	3885015
Variance	480.3876847
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.19	1519	2.0%
50.93	1225	1.6%
71.3	1201	1.6%
47.22	1199	1.6%
52.78	1099	1.4%
57.41	1073	1.4%
80.56	1065	1.4%
64.81	951	1.2%
84.26	936	1.2%
73.15	933	1.2%
72.22	932	1.2%
78.7	916	1.2%
54.63	913	1.2%
75	894	1.2%
69.44	866	1.1%
81.48	837	1.1%
65.74	822	1.1%
76.85	805	1.0%
87.04	805	1.0%
45.37	800	1.0%
56.48	799	1.0%
79.63	789	1.0%
50	785	1.0%
40.74	777	1.0%
96.3	767	1.0%
Other values (150)	42402	54.9%
(Missing)	11172	14.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	553	0.7%
1.85	3	< 0.1%
2.78	163	0.2%
5.56	141	0.2%
6.48	50	0.1%
8.33	373	0.5%
9.26	14	< 0.1%
10.19	36	< 0.1%
11.11	526	0.7%
12.04	174	0.2%

Value	Count	Frequency (%)
100	446	0.6%
98.15	1	< 0.1%
97.22	78	0.1%
96.3	767	1.0%
95.37	15	< 0.1%
94.44	216	0.3%
93.52	488	0.6%
92.59	449	0.6%
92.13	81	0.1%
91.67	100	0.1%

population
Real number (ℝ_≥0)

Distinct	213
Distinct (%)	0.3%
Missing	422
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%

Mean	130246879.5
Minimum	809
Maximum	7794798729
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	809
5-th percentile	98340
Q1	2722291
median	10139175
Q3	36910558
95-th percentile	331002647
Maximum	7794798729
Range	7794797920
Interquartile range (IQR)	34188267

Descriptive statistics

Standard deviation	695649528.8
Coefficient of variation (CV)	5.341007257
Kurtosis	89.29784042
Mean	130246879.5
Median Absolute Deviation (MAD)	9269580
Skewness	9.085482429
Sum	1.001077516e+13
Variance	4.839282669e+17
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45195777	450	0.6%
128932753	450	0.6%
69799978	447	0.6%
32971846	438	0.6%
23816775	435	0.6%
51269183	430	0.6%
1439323774	429	0.6%
126476458	429	0.6%
331002647	429	0.6%
592072204	429	0.6%
4639847425	429	0.6%
7794798729	429	0.6%
5850343	428	0.6%
444919060	428	0.6%
97338583	428	0.6%
748680069	428	0.6%
68147687	427	0.6%
32365998	426	0.6%
42677809	426	0.6%
29136808	426	0.6%
37742157	425	0.5%
25499881	425	0.5%
16718971	424	0.5%
21413250	424	0.5%
83783945	424	0.5%
Other values (188)	66097	85.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
809	385	0.5%
3483	16	< 0.1%
4999	31	< 0.1%
6071	41	0.1%
15002	44	0.1%
33691	75	0.1%
33938	393	0.5%
38137	387	0.5%
38718	64	0.1%
39244	391	0.5%

Value	Count	Frequency (%)
7794798729	429	0.6%
4639847425	429	0.6%
1439323774	429	0.6%
1380004385	421	0.5%
1340598113	407	0.5%
748680069	428	0.6%
592072204	429	0.6%
444919060	428	0.6%
430759772	398	0.5%
331002647	429	0.6%

population_density
Real number (ℝ_≥0)

MISSING

Distinct	196
Distinct (%)	0.3%
Missing	5148
Missing (%)	6.7%
Infinite	0
Infinite (%)	0.0%

Mean	338.796806
Minimum	0.137
Maximum	20546.766
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.137
5-th percentile	4.289
Q1	36.253
median	82.805
Q3	208.354
95-th percentile	622.962
Maximum	20546.766
Range	20546.629
Interquartile range (IQR)	172.101

Descriptive statistics

Standard deviation	1652.285075
Coefficient of variation (CV)	4.87692046
Kurtosis	109.2707724
Mean	338.796806
Median Absolute Deviation (MAD)	58.915
Skewness	10.10288047
Sum	24438768.8
Variance	2730045.969
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.177	450	0.6%
66.444	450	0.6%
135.132	447	0.6%
25.129	438	0.6%
527.967	430	0.6%
58.045	429	0.6%
147.674	429	0.6%
347.778	429	0.6%
35.608	429	0.6%
308.127	428	0.6%
7915.731	428	0.6%
122.578	427	0.6%
96.254	426	0.6%
204.43	426	0.6%
4.037	425	0.5%
3.202	425	0.5%
341.955	424	0.5%
237.016	424	0.5%
90.672	424	0.5%
18.136	422	0.5%
112.442	422	0.5%
450.419	421	0.5%
351.873	421	0.5%
49.562	421	0.5%
272.898	420	0.5%
Other values (171)	61419	79.5%
(Missing)	5148	6.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.137	34	< 0.1%
1.98	381	0.5%
3.078	377	0.5%
3.202	425	0.5%
3.404	394	0.5%
3.612	377	0.5%
3.623	387	0.5%
3.952	379	0.5%
4.037	425	0.5%
4.044	361	0.5%

Value	Count	Frequency (%)
20546.766	46	0.1%
19347.5	391	0.5%
7915.731	428	0.6%
7039.714	105	0.1%
3457.1	75	0.1%
1935.907	396	0.5%
1454.433	383	0.5%
1454.037	414	0.5%
1308.82	72	0.1%
1265.036	388	0.5%

median_age
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	132
Distinct (%)	0.2%
Missing	7255
Missing (%)	9.4%
Infinite	0
Infinite (%)	0.0%

Mean	30.54470561
Minimum	15.1
Maximum	48.2
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	15.1
5-th percentile	17.6
Q1	22.2
median	29.7
Q3	39.1
95-th percentile	44.4
Maximum	48.2
Range	33.1
Interquartile range (IQR)	16.9

Descriptive statistics

Standard deviation	9.114126175
Coefficient of variation (CV)	0.2983864467
Kurtosis	-1.236785793
Mean	30.54470561
Median Absolute Deviation (MAD)	8.6
Skewness	0.1006779469
Sum	2138954.1
Variance	83.06729593
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.4	1569	2.0%
31.9	1230	1.6%
38.7	1218	1.6%
29.1	1197	1.5%
28.6	1187	1.5%
30.6	1162	1.5%
18.7	1126	1.5%
17.7	1117	1.4%
20.3	1104	1.4%
42.4	842	1.1%
29.3	839	1.1%
37.9	817	1.1%
43.4	817	1.1%
41.4	813	1.1%
41.8	803	1.0%
28.2	797	1.0%
25	794	1.0%
39.7	793	1.0%
43.1	793	1.0%
29.6	790	1.0%
27.3	785	1.0%
20	781	1.0%
41.2	779	1.0%
37.3	776	1.0%
39.1	768	1.0%
Other values (107)	46330	59.9%
(Missing)	7255	9.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
15.1	371	0.5%
16.4	736	1.0%
16.7	372	0.5%
16.8	746	1.0%
17	380	0.5%
17.5	734	0.9%
17.6	381	0.5%
17.7	1117	1.4%
18	369	0.5%
18.1	754	1.0%

Value	Count	Frequency (%)
48.2	429	0.6%
47.9	420	0.5%
46.6	424	0.5%
46.2	394	0.5%
45.5	419	0.5%
45.3	398	0.5%
44.8	105	0.1%
44.7	383	0.5%
44.5	418	0.5%
44.4	395	0.5%

aged_65_older
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	181
Distinct (%)	0.3%
Missing	8059
Missing (%)	10.4%
Infinite	0
Infinite (%)	0.0%

Mean	8.788615894
Minimum	1.144
Maximum	27.049
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	1.144
5-th percentile	2.409
Q1	3.441
median	6.378
Q3	14.312
95-th percentile	19.754
Maximum	27.049
Range	25.905
Interquartile range (IQR)	10.871

Descriptive statistics

Standard deviation	6.233354976
Coefficient of variation (CV)	0.7092533172
Kurtosis	-0.6585208243
Mean	8.788615894
Median Absolute Deviation (MAD)	3.404
Skewness	0.7904002486
Sum	608374.358
Variance	38.85471426
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.933	755	1.0%
6.857	450	0.6%
11.198	450	0.6%
11.373	447	0.6%
7.151	438	0.6%
13.914	430	0.6%
10.641	429	0.6%
15.413	429	0.6%
8.696	429	0.6%
27.049	429	0.6%
7.15	428	0.6%
12.922	428	0.6%
19.718	427	0.6%
5.809	426	0.6%
6.293	426	0.6%
15.504	425	0.5%
16.984	425	0.5%
4.412	424	0.5%
10.069	424	0.5%
21.453	424	0.5%
21.228	422	0.5%
1.144	422	0.5%
4.803	421	0.5%
5.989	421	0.5%
6.224	421	0.5%
Other values (156)	58173	75.3%
(Missing)	8059	10.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.144	422	0.5%
1.307	391	0.5%
2.168	370	0.5%
2.339	374	0.5%
2.345	396	0.5%
2.355	396	0.5%
2.372	396	0.5%
2.405	371	0.5%
2.409	381	0.5%
2.48	373	0.5%

Value	Count	Frequency (%)
27.049	429	0.6%
23.021	420	0.5%
21.502	394	0.5%
21.453	424	0.5%
21.228	422	0.5%
20.801	383	0.5%
20.396	398	0.5%
19.985	419	0.5%
19.754	395	0.5%
19.724	395	0.5%

aged_70_older
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	179
Distinct (%)	0.3%
Missing	7649
Missing (%)	9.9%
Infinite	0
Infinite (%)	0.0%

Mean	5.569119412
Minimum	0.526
Maximum	18.493
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.526
5-th percentile	1.387
Q1	2.043
median	3.871
Q3	8.678
95-th percentile	13.748
Maximum	18.493
Range	17.967
Interquartile range (IQR)	6.635

Descriptive statistics

Standard deviation	4.2569603
Coefficient of variation (CV)	0.7643866085
Kurtosis	-0.3233738817
Mean	5.569119412
Median Absolute Deviation (MAD)	2.115
Skewness	0.9209918945
Sum	387794.492
Variance	18.12171099
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.053	802	1.0%
1.845	766	1.0%
2.063	754	1.0%
1.726	716	0.9%
7.441	450	0.6%
4.321	450	0.6%
6.89	447	0.6%
4.455	438	0.6%
8.353	435	0.6%
8.622	430	0.6%
5.929	429	0.6%
5.355	429	0.6%
9.732	429	0.6%
18.493	429	0.6%
7.049	428	0.6%
4.718	428	0.6%
13.079	427	0.6%
3.407	426	0.6%
3.212	426	0.6%
10.797	425	0.5%
10.129	425	0.5%
15.957	424	0.5%
2.385	424	0.5%
5.331	424	0.5%
13.264	422	0.5%
Other values (154)	57550	74.5%
(Missing)	7649	9.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.526	422	0.5%
0.617	391	0.5%
1.114	396	0.5%
1.285	360	0.5%
1.308	370	0.5%
1.337	396	0.5%
1.358	381	0.5%
1.362	371	0.5%
1.378	371	0.5%
1.387	396	0.5%

Value	Count	Frequency (%)
18.493	429	0.6%
16.24	420	0.5%
15.957	424	0.5%
14.924	394	0.5%
14.524	398	0.5%
14.136	395	0.5%
13.799	419	0.5%
13.778	392	0.5%
13.748	395	0.5%
13.491	395	0.5%

gdp_per_capita
Real number (ℝ_≥0)

MISSING

Distinct	187
Distinct (%)	0.3%
Missing	6997
Missing (%)	9.1%
Infinite	0
Infinite (%)	0.0%

Mean	19140.77344
Minimum	661.24
Maximum	116935.6
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	661.24
5-th percentile	1416.44
Q1	4466.507
median	12951.839
Q3	27216.445
95-th percentile	57410.166
Maximum	116935.6
Range	116274.36
Interquartile range (IQR)	22749.938

Descriptive statistics

Standard deviation	19762.84851
Coefficient of variation (CV)	1.032499996
Kurtosis	4.220495453
Mean	19140.77344
Median Absolute Deviation (MAD)	9815.198
Skewness	1.829731511
Sum	1345309261
Variance	390570181.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18933.907	450	0.6%
17336.469	450	0.6%
16277.671	447	0.6%
12236.706	438	0.6%
35938.374	430	0.6%
39002.223	429	0.6%
54225.446	429	0.6%
15308.712	429	0.6%
15469.207	429	0.6%
6171.884	428	0.6%
85535.383	428	0.6%
38605.671	427	0.6%
26808.164	426	0.6%
2442.804	426	0.6%
44648.71	425	0.5%
44017.591	425	0.5%
11669.077	424	0.5%
45229.245	424	0.5%
3645.07	424	0.5%
40585.721	422	0.5%
67293.483	422	0.5%
6426.674	421	0.5%
8702.975	421	0.5%
7599.188	421	0.5%
24765.954	420	0.5%
Other values (162)	59570	77.1%
(Missing)	6997	9.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
661.24	376	0.5%
702.225	360	0.5%
752.788	375	0.5%
808.133	380	0.5%
926	371	0.5%
1095.042	362	0.5%
1136.103	369	0.5%
1390.3	360	0.5%
1413.89	330	0.4%
1416.44	371	0.5%

Value	Count	Frequency (%)
116935.6	391	0.5%
104861.851	46	0.1%
94277.965	396	0.5%
85535.383	428	0.6%
71809.251	382	0.5%
67335.293	395	0.5%
67293.483	422	0.5%
65530.537	396	0.5%
64800.057	397	0.5%
57410.166	414	0.5%

extreme_poverty
Categorical

HIGH CARDINALITY
MISSING

Distinct	75
Distinct (%)	0.2%
Missing	29335
Missing (%)	38.0%
Memory size	603.9 KiB

0.2	5219
0.5	3995
0.1	2825
0.7	2815
1.0	1592
Other values (70)	31501

Common Values
Overview

Value	Count	Frequency (%)
0.2	5219	6.8%
0.5	3995	5.2%
0.1	2825	3.7%
0.7	2815	3.6%
1.0	1592	2.1%
2.0	1235	1.6%
1.3	1188	1.5%
1.5	1166	1.5%
2.5	846	1.1%
0.6	827	1.1%
1.4	794	1.0%
5.7	783	1.0%
1.1	772	1.0%
3.4	771	1.0%
2.2	754	1.0%
16.0	444	0.6%
3.5	438	0.6%
1.2	429	0.6%
10.0	429	0.6%
15.0	426	0.6%
21.2	421	0.5%
18.9	413	0.5%
8.7	403	0.5%
4.0	395	0.5%
4.2	394	0.5%
Other values (50)	18173	23.5%
(Missing)	29335	38.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	4
Median length	3
Mean length	3.208974923
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	58670	23.7%
.	47947	19.3%
a	29335	11.8%
0	23667	9.5%
1	19000	7.7%
2	17098	6.9%
5	11891	4.8%
7	9590	3.9%
3	8911	3.6%
4	7933	3.2%
6	6475	2.6%
8	5243	2.1%
9	2236	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	112044	45.2%
Lowercase Letter	88005	35.5%
Other Punctuation	47947	19.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	58670	66.7%
a	29335	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	23667	21.1%
1	19000	17.0%
2	17098	15.3%
5	11891	10.6%
7	9590	8.6%
3	8911	8.0%
4	7933	7.1%
6	6475	5.8%
8	5243	4.7%
9	2236	2.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	47947	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	159991	64.5%
Latin	88005	35.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	58670	66.7%
a	29335	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	47947	30.0%
0	23667	14.8%
1	19000	11.9%
2	17098	10.7%
5	11891	7.4%
7	9590	6.0%
3	8911	5.6%
4	7933	5.0%
6	6475	4.0%
8	5243	3.3%
9	2236	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	247996	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	58670	23.7%
.	47947	19.3%
a	29335	11.8%
0	23667	9.5%
1	19000	7.7%
2	17098	6.9%
5	11891	4.8%
7	9590	3.9%
3	8911	3.6%
4	7933	3.2%
6	6475	2.6%
8	5243	2.1%
9	2236	0.9%

cardiovasc_death_rate
Real number (ℝ_≥0)

MISSING

Distinct	187
Distinct (%)	0.3%
Missing	6393
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%

Mean	257.3271243
Minimum	79.37
Maximum	724.417
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	79.37
5-th percentile	103.957
Q1	167.295
median	242.648
Q3	329.635
95-th percentile	466.792
Maximum	724.417
Range	645.047
Interquartile range (IQR)	162.34

Descriptive statistics

Standard deviation	118.5909178
Coefficient of variation (CV)	0.4608566553
Kurtosis	0.7756366107
Mean	257.3271243
Median Absolute Deviation (MAD)	80.04
Skewness	0.8759707767
Sum	18241662.52
Variance	14063.80579
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
152.783	450	0.6%
191.032	450	0.6%
109.861	447	0.6%
85.755	438	0.6%
103.957	435	0.6%
85.998	430	0.6%
151.089	429	0.6%
79.37	429	0.6%
233.07	429	0.6%
261.899	429	0.6%
245.465	428	0.6%
92.243	428	0.6%
86.06	427	0.6%
260.797	426	0.6%
260.942	426	0.6%
107.791	425	0.5%
105.599	425	0.5%
197.093	424	0.5%
270.892	424	0.5%
156.139	424	0.5%
153.507	422	0.5%
317.84	422	0.5%
370.437	421	0.5%
412.82	421	0.5%
282.28	421	0.5%
Other values (162)	60159	77.8%
(Missing)	6393	8.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
79.37	429	0.6%
85.755	438	0.6%
85.998	430	0.6%
86.06	427	0.6%
92.243	428	0.6%
93.32	401	0.5%
99.403	419	0.5%
99.739	414	0.5%
103.957	435	0.6%
105.599	425	0.5%

Value	Count	Frequency (%)
724.417	376	0.5%
597.029	396	0.5%
561.494	371	0.5%
559.812	390	0.5%
557.793	149	0.2%
546.3	136	0.2%
539.849	388	0.5%
525.432	406	0.5%
496.218	394	0.5%
495.003	350	0.5%

diabetes_prevalence
Real number (ℝ_≥0)

MISSING

Distinct	139
Distinct (%)	0.2%
Missing	5465
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%

Mean	7.803056101
Minimum	0.99
Maximum	30.53
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.99
5-th percentile	2.42
Q1	5.29
median	7.11
Q3	10.08
95-th percentile	16.52
Maximum	30.53
Range	29.54
Interquartile range (IQR)	4.79

Descriptive statistics

Standard deviation	3.948873877
Coefficient of variation (CV)	0.5060676005
Kurtosis	2.579873122
Mean	7.803056101
Median Absolute Deviation (MAD)	2.32
Skewness	1.182116311
Sum	560392.08
Variance	15.5936049
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.42	4863	6.3%
7.11	2643	3.4%
3.94	2548	3.3%
10.08	1943	2.5%
11.62	1502	1.9%
6.05	1478	1.9%
7.2	1138	1.5%
6.1	1128	1.5%
9.74	823	1.1%
5.72	812	1.1%
8.83	810	1.0%
5.59	809	1.0%
9.59	797	1.0%
4.28	797	1.0%
4	791	1.0%
5.31	791	1.0%
16.52	787	1.0%
8.27	763	1.0%
13.17	753	1.0%
10.43	742	1.0%
8.33	487	0.6%
13.06	450	0.6%
5.5	450	0.6%
7.04	447	0.6%
5.95	438	0.6%
Other values (114)	42827	55.4%
(Missing)	5465	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.99	375	0.5%
1.82	371	0.5%
1.91	374	0.5%
2.16	34	< 0.1%
2.42	4863	6.3%
2.5	370	0.5%
2.92	385	0.5%
3.28	395	0.5%
3.3	369	0.5%
3.67	392	0.5%

Value	Count	Frequency (%)
30.53	149	0.2%
22.02	373	0.5%
18.68	165	0.2%
17.72	389	0.5%
17.65	371	0.5%
17.31	406	0.5%
17.26	422	0.5%
17.11	368	0.5%
16.74	426	0.6%
16.52	787	1.0%

female_smokers
Categorical

HIGH CARDINALITY
MISSING

Distinct	108
Distinct (%)	0.2%
Missing	21601
Missing (%)	28.0%
Memory size	603.9 KiB

1.9	1671
2.0	1576
1.0	1242
0.8	1205
0.3	1191
Other values (103)	48796

Common Values
Overview

Value	Count	Frequency (%)
1.9	1671	2.2%
2.0	1576	2.0%
1.0	1242	1.6%
0.8	1205	1.6%
0.3	1191	1.5%
1.7	1126	1.5%
1.6	1118	1.4%
0.4	1087	1.4%
2.8	920	1.2%
30.1	810	1.0%
20.9	810	1.0%
1.2	807	1.0%
19.6	779	1.0%
0.2	776	1.0%
5.3	774	1.0%
7.1	772	1.0%
0.7	769	1.0%
0.6	767	1.0%
1.5	765	1.0%
4.7	762	1.0%
2.1	754	1.0%
3.1	748	1.0%
6.3	733	0.9%
4.4	692	0.9%
6.9	450	0.6%
Other values (83)	32577	42.2%
(Missing)	21601	28.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	5
Median length	3
Mean length	3.288204239
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
.	55681	21.9%
n	43202	17.0%
1	25173	9.9%
a	21601	8.5%
2	20146	7.9%
0	17780	7.0%
3	15618	6.1%
4	11949	4.7%
5	9756	3.8%
8	8570	3.4%
6	8381	3.3%
7	8170	3.2%
9	8092	3.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	133635	52.6%
Lowercase Letter	64803	25.5%
Other Punctuation	55681	21.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	43202	66.7%
a	21601	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	25173	18.8%
2	20146	15.1%
0	17780	13.3%
3	15618	11.7%
4	11949	8.9%
5	9756	7.3%
8	8570	6.4%
6	8381	6.3%
7	8170	6.1%
9	8092	6.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	55681	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	189316	74.5%
Latin	64803	25.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	43202	66.7%
a	21601	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	55681	29.4%
1	25173	13.3%
2	20146	10.6%
0	17780	9.4%
3	15618	8.2%
4	11949	6.3%
5	9756	5.2%
8	8570	4.5%
6	8381	4.4%
7	8170	4.3%
9	8092	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	254119	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
.	55681	21.9%
n	43202	17.0%
1	25173	9.9%
a	21601	8.5%
2	20146	7.9%
0	17780	7.0%
3	15618	6.1%
4	11949	4.7%
5	9756	3.8%
8	8570	3.4%
6	8381	3.3%
7	8170	3.2%
9	8092	3.2%

male_smokers
Categorical

HIGH CARDINALITY
MISSING

Distinct	124
Distinct (%)	0.2%
Missing	22419
Missing (%)	29.0%
Memory size	603.9 KiB

24.7	1531
16.5	1173
33.7	853
31.4	835
16.6	817
Other values (119)	49654

Common Values
Overview

Value	Count	Frequency (%)
24.7	1531	2.0%
16.5	1173	1.5%
33.7	853	1.1%
31.4	835	1.1%
16.6	817	1.1%
37.8	815	1.1%
33.1	811	1.0%
34.8	808	1.0%
18.8	779	1.0%
30.9	777	1.0%
40.7	772	1.0%
12.3	765	1.0%
51.2	762	1.0%
20.4	760	1.0%
21.4	450	0.6%
27.7	450	0.6%
38.8	447	0.6%
40.9	430	0.6%
34.635	429	0.6%
24.6	429	0.6%
48.4	429	0.6%
45.9	428	0.6%
28.3	428	0.6%
35.6	427	0.6%
42.4	426	0.6%
Other values (99)	37832	49.0%
(Missing)	22419	29.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	4
Mean length	3.706296421
Min length	3

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
.	54863	19.2%
n	44838	15.7%
3	23997	8.4%
4	22565	7.9%
a	22419	7.8%
2	21935	7.7%
1	21547	7.5%
7	16569	5.8%
5	16082	5.6%
0	11456	4.0%
8	10963	3.8%
6	10680	3.7%
9	8516	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	164310	57.4%
Lowercase Letter	67257	23.5%
Other Punctuation	54863	19.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	44838	66.7%
a	22419	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	23997	14.6%
4	22565	13.7%
2	21935	13.3%
1	21547	13.1%
7	16569	10.1%
5	16082	9.8%
0	11456	7.0%
8	10963	6.7%
6	10680	6.5%
9	8516	5.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	54863	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	219173	76.5%
Latin	67257	23.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	44838	66.7%
a	22419	33.3%

Most frequent Common characters

Value	Count	Frequency (%)
.	54863	25.0%
3	23997	10.9%
4	22565	10.3%
2	21935	10.0%
1	21547	9.8%
7	16569	7.6%
5	16082	7.3%
0	11456	5.2%
8	10963	5.0%
6	10680	4.9%
9	8516	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	286430	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
.	54863	19.2%
n	44838	15.7%
3	23997	8.4%
4	22565	7.9%
a	22419	7.8%
2	21935	7.7%
1	21547	7.5%
7	16569	5.8%
5	16082	5.6%
0	11456	4.0%
8	10963	3.8%
6	10680	3.7%
9	8516	3.0%

handwashing_facilities
Real number (ℝ_≥0)

MISSING

Distinct	95
Distinct (%)	0.3%
Missing	41695
Missing (%)	54.0%
Infinite	0
Infinite (%)	0.0%

Mean	50.97824354
Minimum	1.188
Maximum	98.999
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	1.188
5-th percentile	4.617
Q1	20.859
median	49.839
Q3	83.241
95-th percentile	95.803
Maximum	98.999
Range	97.811
Interquartile range (IQR)	62.382

Descriptive statistics

Standard deviation	31.76656229
Coefficient of variation (CV)	0.6231396
Kurtosis	-1.484569634
Mean	50.97824354
Median Absolute Deviation (MAD)	30.564
Skewness	-0.06002740609
Sum	1814162.753
Variance	1009.11448
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
87.847	450	0.6%
90.67	447	0.6%
60.13	429	0.6%
85.847	428	0.6%
47.782	426	0.6%
66.229	424	0.5%
78.463	421	0.5%
59.55	421	0.5%
43.993	413	0.5%
89.827	406	0.5%
76.665	403	0.5%
37.746	396	0.5%
94.576	396	0.5%
97.4	396	0.5%
59.607	395	0.5%
83.741	395	0.5%
97.719	394	0.5%
20.859	392	0.5%
41.949	392	0.5%
80.635	390	0.5%
55.182	390	0.5%
94.043	390	0.5%
83.241	390	0.5%
64.204	389	0.5%
34.808	388	0.5%
Other values (70)	25426	32.9%
(Missing)	41695	54.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.188	375	0.5%
2.117	317	0.4%
2.735	385	0.5%
4.472	380	0.5%
4.617	377	0.5%
5.818	372	0.5%
6.144	360	0.5%
6.403	366	0.5%
7.876	374	0.5%
7.96	378	0.5%

Value	Count	Frequency (%)
98.999	378	0.5%
97.719	394	0.5%
97.4	396	0.5%
97.164	386	0.5%
95.803	383	0.5%
94.576	396	0.5%
94.043	390	0.5%
90.67	447	0.6%
90.65	372	0.5%
90.083	368	0.5%

hospital_beds_per_thousand
Real number (ℝ_≥0)

MISSING

Distinct	100
Distinct (%)	0.2%
Missing	12446
Missing (%)	16.1%
Infinite	0
Infinite (%)	0.0%

Mean	3.033376889
Minimum	0.1
Maximum	13.8
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	1.3
median	2.4
Q3	4
95-th percentile	7.454
Maximum	13.8
Range	13.7
Interquartile range (IQR)	2.7

Descriptive statistics

Standard deviation	2.466046633
Coefficient of variation (CV)	0.8129707328
Kurtosis	4.032249049
Mean	3.033376889
Median Absolute Deviation (MAD)	1.3
Skewness	1.765588921
Sum	196672.024
Variance	6.081385995
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7	2602	3.4%
0.8	2303	3.0%
1.3	2248	2.9%
1.6	2009	2.6%
1.4	1707	2.2%
2.1	1571	2.0%
2.3	1556	2.0%
0.3	1553	2.0%
1.5	1527	2.0%
0.9	1488	1.9%
2.6	1199	1.6%
3.6	1198	1.6%
1.1	1167	1.5%
2	1165	1.5%
0.5	1141	1.5%
3.8	1140	1.5%
1.7	1136	1.5%
2.9	1128	1.5%
2.7	920	1.2%
2.5	832	1.1%
1.9	821	1.1%
1.2	813	1.1%
0.6	798	1.0%
1	797	1.0%
4.5	791	1.0%
Other values (75)	31226	40.4%
(Missing)	12446	16.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	366	0.5%
0.2	371	0.5%
0.3	1553	2.0%
0.4	381	0.5%
0.5	1141	1.5%
0.53	421	0.5%
0.6	798	1.0%
0.7	2602	3.4%
0.8	2303	3.0%
0.9	1488	1.9%

Value	Count	Frequency (%)
13.8	391	0.5%
13.05	429	0.6%
12.27	430	0.6%
11	392	0.5%
8.8	388	0.5%
8.05	420	0.5%
8	424	0.5%
7.454	383	0.5%
7.37	395	0.5%
7.02	387	0.5%

life_expectancy
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	191
Distinct (%)	0.3%
Missing	3849
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.15244086
Minimum	53.28
Maximum	86.75
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	53.28
5-th percentile	59.29
Q1	67.88
median	74.53
Q3	78.73
95-th percentile	83.44
Maximum	86.75
Range	33.47
Interquartile range (IQR)	10.85

Descriptive statistics

Standard deviation	7.550791441
Coefficient of variation (CV)	0.1032199521
Kurtosis	-0.3783656385
Mean	73.15244086
Median Absolute Deviation (MAD)	4.71
Skewness	-0.5911684785
Sum	5371803.19
Variance	57.01445138
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76.88	1156	1.5%
72.58	849	1.1%
81.32	838	1.1%
75.05	833	1.1%
76.68	814	1.1%
77.29	781	1.0%
72.06	765	1.0%
71.72	765	1.0%
61.58	741	1.0%
73	555	0.7%
73.32	500	0.6%
76.67	450	0.6%
77.15	447	0.6%
76.74	438	0.6%
80.46	435	0.6%
83.03	430	0.6%
76.91	429	0.6%
78.86	429	0.6%
84.63	429	0.6%
75.4	428	0.6%
83.62	428	0.6%
82.66	427	0.6%
76.16	426	0.6%
70.78	426	0.6%
83.44	425	0.5%
Other values (166)	58789	76.1%
(Missing)	3849	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
53.28	376	0.5%
54.24	372	0.5%
54.33	317	0.4%
54.69	392	0.5%
54.7	360	0.5%
57.4	375	0.5%
57.78	380	0.5%
57.85	355	0.5%
58.32	366	0.5%
58.74	376	0.5%

Value	Count	Frequency (%)
86.75	391	0.5%
84.97	393	0.5%
84.86	105	0.1%
84.63	429	0.6%
84.24	46	0.1%
83.92	90	0.1%
83.78	414	0.5%
83.73	389	0.5%
83.62	428	0.6%
83.56	419	0.5%

human_development_index
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	151
Distinct (%)	0.2%
Missing	6451
Missing (%)	8.3%
Infinite	0
Infinite (%)	0.0%

Mean	0.7276471743
Minimum	0.394
Maximum	0.957
Zeros	0
Zeros (%)	0.0%
Memory size	603.9 KiB

Quantile statistics

Minimum	0.394
5-th percentile	0.459
Q1	0.602
median	0.748
Q3	0.848
95-th percentile	0.94
Maximum	0.957
Range	0.563
Interquartile range (IQR)	0.246

Descriptive statistics

Standard deviation	0.1500818594
Coefficient of variation (CV)	0.2062563626
Kurtosis	-0.8739142425
Mean	0.7276471743
Median Absolute Deviation (MAD)	0.114
Skewness	-0.3801340879
Sum	51539.977
Variance	0.02252456453
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.779	1573	2.0%
0.919	1217	1.6%
0.718	1190	1.5%
0.48	1121	1.5%
0.777	885	1.1%
0.938	850	1.1%
0.916	826	1.1%
0.944	821	1.1%
0.892	815	1.1%
0.81	811	1.0%
0.737	810	1.0%
0.955	809	1.0%
0.931	808	1.0%
0.851	792	1.0%
0.806	790	1.0%
0.783	780	1.0%
0.756	780	1.0%
0.854	776	1.0%
0.74	770	1.0%
0.759	767	1.0%
0.796	754	1.0%
0.738	754	1.0%
0.611	754	1.0%
0.51	750	1.0%
0.814	749	1.0%
Other values (126)	49079	63.5%
(Missing)	6451	8.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.394	371	0.5%
0.397	376	0.5%
0.398	372	0.5%
0.433	715	0.9%
0.434	366	0.5%
0.452	741	1.0%
0.456	369	0.5%
0.459	370	0.5%
0.47	350	0.5%
0.477	378	0.5%

Value	Count	Frequency (%)
0.957	397	0.5%
0.955	809	1.0%
0.949	499	0.6%
0.947	424	0.5%
0.945	419	0.5%
0.944	821	1.1%
0.94	407	0.5%
0.938	850	1.1%
0.932	420	0.5%
0.931	808	1.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	iso_code	continent	location	date	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed	new_tests_smoothed_per_thousand	positive_rate	tests_per_case	tests_units	total_vaccinations	people_vaccinated	people_fully_vaccinated	new_vaccinations	new_vaccinations_smoothed	total_vaccinations_per_hundred	people_vaccinated_per_hundred	people_fully_vaccinated_per_hundred	new_vaccinations_smoothed_per_million	stringency_index	population	population_density	median_age	aged_65_older	aged_70_older	gdp_per_capita	extreme_poverty	cardiovasc_death_rate	diabetes_prevalence	female_smokers	male_smokers	handwashing_facilities	hospital_beds_per_thousand	life_expectancy	human_development_index
0	AFG	Asia	Afghanistan	2020-02-24	1.0	1.0	NaN	NaN	NaN	NaN	0.026	0.026	NaN	NaN	NaN	NaN	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
1	AFG	Asia	Afghanistan	2020-02-25	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
2	AFG	Asia	Afghanistan	2020-02-26	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
3	AFG	Asia	Afghanistan	2020-02-27	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
4	AFG	Asia	Afghanistan	2020-02-28	1.0	0.0	NaN	NaN	NaN	NaN	0.026	0.000	NaN	NaN	NaN	NaN	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
5	AFG	Asia	Afghanistan	2020-02-29	1.0	0.0	0.143	NaN	NaN	0.0	0.026	0.000	0.004	NaN	NaN	0.0	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	8.33	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
6	AFG	Asia	Afghanistan	2020-03-01	1.0	0.0	0.143	NaN	NaN	0.0	0.026	0.000	0.004	NaN	NaN	0.0	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	27.78	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
7	AFG	Asia	Afghanistan	2020-03-02	1.0	0.0	0.000	NaN	NaN	0.0	0.026	0.000	0.000	NaN	NaN	0.0	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	27.78	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
8	AFG	Asia	Afghanistan	2020-03-03	2.0	1.0	0.143	NaN	NaN	0.0	0.051	0.026	0.004	NaN	NaN	0.0	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	27.78	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511
9	AFG	Asia	Afghanistan	2020-03-04	4.0	2.0	0.429	NaN	NaN	0.0	0.103	0.051	0.011	NaN	NaN	0.0	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	27.78	38928341.0	54.422	18.6	2.581	1.337	1803.987	None	597.029	9.59	None	None	37.746	0.5	64.83	0.511

Last rows

	iso_code	continent	location	date	total_cases	new_cases	new_cases_smoothed	total_deaths	new_deaths	new_deaths_smoothed	total_cases_per_million	new_cases_per_million	new_cases_smoothed_per_million	total_deaths_per_million	new_deaths_per_million	new_deaths_smoothed_per_million	reproduction_rate	icu_patients	icu_patients_per_million	hosp_patients	hosp_patients_per_million	weekly_icu_admissions	weekly_icu_admissions_per_million	weekly_hosp_admissions	weekly_hosp_admissions_per_million	new_tests	total_tests	total_tests_per_thousand	new_tests_per_thousand	new_tests_smoothed	new_tests_smoothed_per_thousand	positive_rate	tests_per_case	tests_units	total_vaccinations	people_vaccinated	people_fully_vaccinated	new_vaccinations	new_vaccinations_smoothed	total_vaccinations_per_hundred	people_vaccinated_per_hundred	people_fully_vaccinated_per_hundred	new_vaccinations_smoothed_per_million	stringency_index	population	population_density	median_age	aged_65_older	aged_70_older	gdp_per_capita	extreme_poverty	cardiovasc_death_rate	diabetes_prevalence	female_smokers	male_smokers	handwashing_facilities	hospital_beds_per_thousand	life_expectancy	human_development_index
77272	ZWE	Africa	Zimbabwe	2021-03-16	36535.0	31.0	30.571	1507.0	3.0	2.571	2458.130	2.086	2.057	101.393	0.202	0.173	0.78	None	None	None	None	None	None	None	None	2062.0	408348.0	27.474	0.139	1642.0	0.11	0.019	53.7	tests performed	39550.0	39550.0	None	1890.0	541.0	0.27	0.27	None	36.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77273	ZWE	Africa	Zimbabwe	2021-03-17	36552.0	17.0	30.143	1508.0	1.0	2.714	2459.273	1.144	2.028	101.460	0.067	0.183	0.79	None	None	None	None	None	None	None	None	1510.0	409858.0	27.576	0.102	1549.0	0.104	0.019	51.4	tests performed	39607.0	39607.0	None	57.0	529.0	0.27	0.27	None	36.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77274	ZWE	Africa	Zimbabwe	2021-03-18	36611.0	59.0	33.429	1509.0	1.0	2.429	2463.243	3.970	2.249	101.528	0.067	0.163	0.80	None	None	None	None	None	None	None	None	2484.0	412342.0	27.743	0.167	1660.0	0.112	0.02	49.7	tests performed	40002.0	40002.0	None	395.0	569.0	0.27	0.27	None	38.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77275	ZWE	Africa	Zimbabwe	2021-03-19	36652.0	41.0	32.714	1510.0	1.0	2.000	2466.001	2.759	2.201	101.595	0.067	0.135	0.79	None	None	None	None	None	None	None	None	2286.0	414628.0	27.897	0.154	1685.0	0.113	0.019	51.5	tests performed	41687.0	41687.0	None	1685.0	772.0	0.28	0.28	None	52.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77276	ZWE	Africa	Zimbabwe	2021-03-20	36662.0	10.0	27.286	1510.0	0.0	1.286	2466.674	0.673	1.836	101.595	0.000	0.087	0.79	None	None	None	None	None	None	None	None	744.0	415372.0	27.947	0.05	1701.0	0.114	0.016	62.3	tests performed	42210.0	42210.0	None	523.0	836.0	0.28	0.28	None	56.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77277	ZWE	Africa	Zimbabwe	2021-03-21	36665.0	3.0	25.857	1512.0	2.0	1.286	2466.876	0.202	1.740	101.730	0.135	0.087	0.79	None	None	None	None	None	None	None	None	660.0	416032.0	27.991	0.044	1634.0	0.11	0.016	63.2	tests performed	42729.0	42729.0	None	519.0	910.0	0.29	0.29	None	61.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77278	ZWE	Africa	Zimbabwe	2021-03-22	36684.0	19.0	25.714	1514.0	2.0	1.429	2468.154	1.278	1.730	101.864	0.135	0.096	0.79	None	None	None	None	None	None	None	None	2342.0	418374.0	28.149	0.158	1727.0	0.116	0.015	67.2	tests performed	43294.0	43294.0	None	565.0	805.0	0.29	0.29	None	54.0	53.7	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77279	ZWE	Africa	Zimbabwe	2021-03-23	36717.0	33.0	26.000	1516.0	2.0	1.286	2470.375	2.220	1.749	101.999	0.135	0.087	0.79	None	None	None	None	None	None	None	None	1743.0	420117.0	28.266	0.117	1681.0	0.113	0.015	64.7	tests performed	44135.0	44135.0	None	841.0	655.0	0.3	0.3	None	44.0	NaN	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77280	ZWE	Africa	Zimbabwe	2021-03-24	36749.0	32.0	28.143	1516.0	0.0	1.143	2472.528	2.153	1.893	101.999	0.000	0.077	NaN	None	None	None	None	None	None	None	None	3518.0	423635.0	28.503	0.237	1968.0	0.132	0.014	69.9	tests performed	49404.0	49404.0	None	5269.0	1400.0	0.33	0.33	None	94.0	NaN	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571
77281	ZWE	Africa	Zimbabwe	2021-03-25	36778.0	29.0	23.857	1518.0	2.0	1.286	2474.479	1.951	1.605	102.133	0.135	0.087	NaN	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	None	54892.0	54892.0	None	5488.0	2127.0	0.37	0.37	None	143.0	NaN	14862927.0	42.729	19.6	2.822	1.882	1899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571

Overview

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Most frequent ASCII characters

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Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

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Most frequent Lowercase Letter characters

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Most frequent Other Punctuation characters